Puntos Clave<\/h2>\n\n- \u0625\u062a\u0642\u0627\u0646 \u0645\u0628\u0627\u062f\u0626 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/strong> \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u062c\u0630\u0627\u0628\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/li>\n
- \u062a\u0646\u0641\u064a\u0630 \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u062e\u0635\u064a\u0635<\/strong> \u0644\u0632\u064a\u0627\u062f\u0629 \u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0631\u0648\u0627\u0628\u0637.<\/li>\n
- \u0627\u0633\u062a\u062e\u062f\u0645 \u062a\u0635\u0645\u064a\u0645 \u0645\u062a\u062c\u0627\u0648\u0628<\/strong> \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0639\u0628\u0631 \u062c\u0645\u064a\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644.<\/li>\n
- \u062f\u0645\u062c \u0648\u0633\u0627\u0626\u0637 \u063a\u0646\u064a\u0629<\/strong> \u0644\u062e\u0644\u0642 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0623\u0643\u062b\u0631 \u062c\u0627\u0630\u0628\u064a\u0629 \u062a\u0623\u0633\u0631 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n
- \u0627\u062e\u062a\u0628\u0631 \u0648\u0643\u0631\u0631 \u0623\u062f\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0626\u0647.<\/li>\n
- \u0627\u062e\u062a\u0631 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644.<\/li>\n
- \u0627\u0633\u062a\u0641\u062f \u0645\u0646 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0645\u062b\u0644 Dialogflow \u0648 Rasa \u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0646\u0634\u0631 \u0641\u0639\u0627\u0644.<\/strong> like Dialogflow and Rasa for effective development and deployment.<\/li>\n<\/ul>\n<\/div>\n
\u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0645\u062a\u0637\u0648\u0631 \u0628\u0633\u0631\u0639\u0629 \u0644\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0631\u0642\u0645\u064a\u060c \u0641\u0625\u0646 \u0625\u062a\u0642\u0627\u0646 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/strong> \u0623\u0633\u0627\u0633\u064a \u0644\u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0627\u062a \u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u062d\u0627\u062f\u062b\u0629 \u062c\u0630\u0627\u0628\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 (UIs). \u0633\u062a\u0648\u062c\u0647\u0643 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0646\u0627\u062c\u062d \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/strong>. \u0633\u0646\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0647\u0645 \u0641\u064a \u0641\u0639\u0627\u0644\u064a\u0629 \u0648\u0627\u062c\u0647\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/strong> \u0627\u0644\u062a\u0635\u0645\u064a\u0645\u060c \u0648\u0646\u063a\u0648\u0635 \u0641\u064a \u062a\u0641\u0627\u0635\u064a\u0644 \u0647\u064a\u0643\u0644 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/strong>, \u0648\u0646\u062d\u062f\u062f \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a \u062c\u0630\u0627\u0628 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 .<\/strong>\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0633\u0646\u0642\u0627\u0631\u0646 \u0628\u064a\u0646 \u0627\u0644\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0648\u0646\u0642\u062f\u0645 \u0644\u0643 \u0623\u0637\u0631 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>. \u0628\u0646\u0647\u0627\u064a\u0629 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629\u060c \u0633\u064a\u0643\u0648\u0646 \u0644\u062f\u064a\u0643 \u0641\u0647\u0645 \u0634\u0627\u0645\u0644 \u0644\u0640\u0640 \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062b\u0627\u0644\u064a\u0629<\/strong> \u0648\u0623\u0645\u062b\u0644\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0644\u0647\u0645 \u0645\u0634\u0627\u0631\u064a\u0639\u0643 \u0627\u0644\u062e\u0627\u0635\u0629. \u0627\u0646\u0636\u0645 \u0625\u0644\u064a\u0646\u0627 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0631\u062d\u0644\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u0648\u0627\u062c\u0647\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643<\/strong> \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0631\u0641\u0639 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0625\u0644\u0649 \u0622\u0641\u0627\u0642 \u062c\u062f\u064a\u062f\u0629.<\/p>\n\u0643\u064a\u0641 \u062a\u0635\u0646\u0639 \u0648\u0627\u062c\u0647\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629\u061f<\/h2>\n\u0641\u0647\u0645 \u0645\u0628\u0627\u062f\u0626 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u0644\u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n
\n- \u0639\u0646\u0627\u0635\u0631 \u0628\u0635\u0631\u064a\u0629 \u0645\u0646\u0638\u0645\u0629<\/strong>: \u064a\u062c\u0628 \u0623\u0646 \u062a\u0639\u0637\u064a \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062c\u064a\u062f\u064b\u0627 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0644\u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0628\u0635\u0631\u064a. \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u0625\u0646\u0634\u0627\u0621 \u062a\u0633\u0644\u0633\u0644 \u0647\u0631\u0645\u064a \u0628\u0635\u0631\u064a \u0648\u0627\u0636\u062d \u064a\u0628\u0631\u0632 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0645\u062b\u0644 \u0646\u0627\u0641\u0630\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0645\u0646\u0637\u0642\u0629 \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0631\u062f\u0648\u062f. \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u0644\u0648\u0627\u0646\u064b\u0627 \u0648\u0623\u062d\u062c\u0627\u0645\u064b\u0627 \u0645\u062a\u0628\u0627\u064a\u0646\u0629 \u0644\u062c\u0639\u0644 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u062a\u0639\u0631\u0641\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 (UX).<\/li>\n
- \u062a\u0646\u0642\u0644 \u0628\u062f\u064a\u0647\u064a<\/strong>: \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u064a\u0645\u0643\u0646\u0647\u0645 \u0627\u0644\u062a\u0646\u0642\u0644 \u0641\u064a \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0633\u0647\u0648\u0644\u0629. \u062f\u0645\u062c \u0623\u064a\u0642\u0648\u0646\u0627\u062a \u0648\u0623\u0632\u0631\u0627\u0631 \u0645\u0623\u0644\u0648\u0641\u0629\u060c \u0645\u062b\u0644 \"\u0625\u0631\u0633\u0627\u0644\" \u0648\"\u0625\u0644\u063a\u0627\u0621\"\u060c \u0644\u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a. \u064a\u0642\u0644\u0644 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0628\u0633\u064a\u0637 \u0645\u0646 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0643 \u0648\u064a\u0634\u062c\u0639 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644.<\/li>\n
- \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u062e\u0635\u064a\u0635<\/strong>: \u062f\u0645\u062c \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062a\u064a \u062a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u062e\u0635\u064a\u0635 \u062a\u062c\u0631\u0628\u062a\u0647\u0645. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u062a\u0639\u064a\u064a\u0646 \u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0644\u0644\u063a\u0629\u060c \u0648\u0646\u0628\u0631\u0629\u060c \u0623\u0648 \u062d\u062a\u0649 \u0633\u0645\u0627\u062a \u0628\u0635\u0631\u064a\u0629. \u064a\u0639\u0632\u0632 \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u064a\u0639\u0632\u0632 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0623\u0642\u0648\u0649 \u0645\u0639 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- \u062a\u0635\u0645\u064a\u0645 \u0645\u062a\u062c\u0627\u0648\u0628<\/strong>: \u0635\u0645\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0644\u062a\u0643\u0648\u0646 \u0645\u062a\u062c\u0627\u0648\u0628\u0629 \u0639\u0628\u0631 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0645\u0643\u062a\u0628\u064a\u0629 \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0644\u0648\u062d\u064a\u0629 \u0648\u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a\u0629. \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0644\u0627\u0626\u0645 \u0644\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0623\u0645\u0631 \u062d\u0627\u0633\u0645\u060c \u062d\u064a\u062b \u064a\u062a\u0641\u0627\u0639\u0644 \u062c\u0632\u0621 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0639 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629. \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0646\u0635 \u0648\u0627\u0636\u062d \u0648\u0627\u0644\u0623\u0632\u0631\u0627\u0631 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0646\u0642\u0631 \u0628\u0633\u0647\u0648\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u0634\u0627\u0634\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629.<\/li>\n
- \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629<\/strong>: \u0646\u0641\u0630 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629 \u062f\u0627\u062e\u0644 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u0627\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u0642\u064a\u064a\u0645 \u062a\u062c\u0631\u0628\u062a\u0647\u0645 \u0623\u0648 \u062a\u0642\u062f\u064a\u0645 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0631\u062f\u0648\u062f. \u0647\u0630\u0627 \u0644\u0627 \u064a\u0633\u0627\u0639\u062f \u0641\u0642\u0637 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0628\u0644 \u064a\u062c\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u064a\u0634\u0639\u0631\u0648\u0646 \u0628\u0627\u0644\u062a\u0642\u062f\u064a\u0631 \u0648\u0627\u0644\u0627\u0633\u062a\u0645\u0627\u0639.<\/li>\n
- \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u063a\u0646\u064a\u0629<\/strong>: \u0639\u0632\u0632 \u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u063a\u0646\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0623\u0632\u0631\u0627\u0631 \u0627\u0644\u0631\u062f \u0627\u0644\u0633\u0631\u064a\u0639. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062c\u0639\u0644 \u0647\u0630\u0647 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0623\u0643\u062b\u0631 \u062c\u0627\u0630\u0628\u064a\u0629 \u0648\u0625\u0641\u0627\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0623\u063a\u0646\u0649.<\/li>\n
- \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631<\/strong>: \u0627\u062e\u062a\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0645\u0639 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062d\u0642\u064a\u0642\u064a\u064a\u0646 \u0644\u062c\u0645\u0639 \u0631\u0624\u0649 \u062d\u0648\u0644 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u0644\u0648\u0638\u0627\u0626\u0641. \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u062e\u062a\u0628\u0627\u0631 A\/B \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0633\u0644\u0648\u0643.<\/li>\n<\/ol>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062a\u0628\u0627\u0639 \u0647\u0630\u0647 \u0627\u0644\u0625\u0631\u0634\u0627\u062f\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u062f\u0631\u062f\u0634\u0629 \u0644\u064a\u0633\u062a \u0641\u0642\u0637 \u062c\u0630\u0627\u0628\u0629 \u0628\u0635\u0631\u064a\u064b\u0627 \u0648\u0644\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u0648\u0638\u064a\u0641\u064a\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0624\u0649 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0631\u0627\u062c\u0639 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0646 \u0642\u0627\u062f\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u062b\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0646\u064a\u0644\u0633\u0646 \u0646\u0648\u0631\u0645\u0627\u0646<\/a> \u0648 \u0627\u0644 \u0645\u0624\u0633\u0633\u0629 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062a\u0641\u0627\u0639\u0644<\/a>, \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0623\u0628\u062d\u0627\u062b\u064b\u0627 \u0634\u0627\u0645\u0644\u0629 \u062d\u0648\u0644 \u0645\u0628\u0627\u062f\u0626 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a.<\/p>\n\u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u064a\u062a\u0636\u0645\u0646 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0639\u062f\u0629 \u0639\u0646\u0627\u0635\u0631 \u0631\u0626\u064a\u0633\u064a\u0629 \u062a\u0633\u0627\u0647\u0645 \u0641\u064a \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629:<\/p>\n
\n- \u0627\u0644\u0648\u0636\u0648\u062d \u0648\u0627\u0644\u0628\u0633\u0627\u0637\u0629<\/strong>: \u064a\u062c\u0628 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0628\u0633\u064a\u0637\u064b\u0627\u060c \u0645\u062a\u062c\u0646\u0628\u064b\u0627 \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u063a\u064a\u0631 \u0627\u0644\u0636\u0631\u0648\u0631\u064a. \u064a\u062c\u0628 \u0623\u0646 \u064a\u0641\u0647\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0628\u0633\u0647\u0648\u0644\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062f\u0648\u0646 \u0627\u0631\u062a\u0628\u0627\u0643.<\/li>\n
- \u0639\u0644\u0627\u0645\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u062a\u0633\u0642\u0629<\/strong>: \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062a\u0639\u0643\u0633 \u0647\u0648\u064a\u0629 \u0639\u0644\u0627\u0645\u062a\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062a\u0633\u0642 \u0644\u0644\u0623\u0644\u0648\u0627\u0646 \u0648\u0627\u0644\u062e\u0637\u0648\u0637 \u0648\u0627\u0644\u0634\u0639\u0627\u0631\u0627\u062a \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629.<\/li>\n
- \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u062c\u0630\u0627\u0628<\/strong>: \u0635\u0645\u0645 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u064a\u0643\u0648\u0646 \u062c\u0630\u0627\u0628\u064b\u0627 \u0648\u0628\u062f\u064a\u0647\u064a\u064b\u0627. \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0631\u0633\u0645 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u062a\u0628\u062f\u0648 \u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/li>\n
- \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644<\/strong>: \u062f\u0645\u062c \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u0625\u0639\u0627\u0642\u0629. \u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u062e\u064a\u0627\u0631\u0627\u062a \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0646\u0635 \u0625\u0644\u0649 \u0643\u0644\u0627\u0645\u060c \u0648\u0627\u0644\u062a\u0646\u0642\u0644 \u0639\u0628\u0631 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d\u060c \u0648\u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0628\u0631\u0627\u0645\u062c \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0634\u0627\u0634\u0629.<\/li>\n
- \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a<\/strong>: \u0646\u0641\u0630 \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\u062c\u0645\u0639 \u0627\u0644\u0631\u0624\u0649. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u064f\u0641\u064a\u062f \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0648\u062a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629.<\/li>\n<\/ul>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0639\u0646\u0627\u0635\u0631\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u0632\u064a\u0632 \u0641\u0639\u0627\u0644\u064a\u0629 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u0644\u0628\u064a\u062a\u0647\u0627 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0648\u0642\u0639\u0627\u062a\u0647\u0645. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0627\u0633\u062a\u0643\u0634\u0641 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629<\/a> .<\/p>\n![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/06\/chatbot-interface-design-278558.png\" "\\"\\"")
<\/img><\/p>\n
\u0645\u0627 \u0647\u0648 \u062a\u0635\u0645\u064a\u0645 \u0646\u0638\u0627\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u061f<\/h2>\n
\u064a\u062a\u0643\u0648\u0646 \u062a\u0635\u0645\u064a\u0645 \u0646\u0638\u0627\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0639\u062f\u0629 \u0637\u0628\u0642\u0627\u062a \u062d\u0627\u0633\u0645\u0629 \u062a\u0639\u0645\u0644 \u0645\u0639\u064b\u0627 \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0641\u0639\u0627\u0644 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0631\u062f\u0648\u062f. \u0625\u0644\u064a\u0643 \u062a\u062d\u0644\u064a\u0644 \u0645\u0641\u0635\u0644:<\/p>\n
\n- \u0637\u0628\u0642\u0629 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0623\u0645\u0627\u0645\u064a\u0629<\/strong>: \u0647\u0630\u0647 \u0647\u064a \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u062d\u064a\u062b \u062a\u062d\u062f\u062b \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u062a\u0637\u0628\u064a\u0642 \u0648\u064a\u0628 \u0623\u0648 \u062a\u0637\u0628\u064a\u0642 \u0645\u0648\u0628\u0627\u064a\u0644 \u0623\u0648 \u0648\u0627\u062c\u0647\u0629 \u0645\u0646\u0635\u0629 \u0631\u0633\u0627\u0626\u0644. \u064a\u062c\u0628 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0623\u0645\u0627\u0645\u064a\u0629 \u0628\u062f\u064a\u0647\u064a\u0629 \u0648\u0645\u062a\u062c\u0627\u0648\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u062a\u0634\u0645\u0644 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0639\u0627\u062f\u0629\u064b HTML \u0648CSS \u0648JavaScript\u060c \u0648\u0625\u0637\u0627\u0631\u0627\u062a \u0645\u062b\u0644 React \u0623\u0648 Angular.<\/li>\n
- \u0645\u062d\u0631\u0643 \u062a\u0648\u0644\u064a\u062f \u0645\u0639\u0632\u0632 \u0628\u0627\u0644\u0627\u0633\u062a\u0631\u062c\u0627\u0639 (RAG)<\/strong>: \u062a\u062c\u0645\u0639 \u0647\u0630\u0647 \u0627\u0644\u0637\u0628\u0642\u0629 \u0628\u064a\u0646 \u0637\u0631\u0642 \u0627\u0644\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 \u0644\u0625\u0646\u062a\u0627\u062c \u0631\u062f\u0648\u062f \u0630\u0627\u062a \u0635\u0644\u0629 \u0633\u064a\u0627\u0642\u064a\u0629. \u064a\u0642\u0648\u0645 \u0645\u062d\u0631\u0643 RAG \u0623\u0648\u0644\u0627\u064b \u0628\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0645\u0646 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0623\u0648 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062b\u0645 \u064a\u0633\u062a\u062e\u062f\u0645 \u0646\u0645\u0627\u0630\u062c \u062a\u0648\u0644\u064a\u062f\u064a\u0629\u060c \u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a (\u0645\u062b\u0644 GPT-3)\u060c \u0644\u0635\u064a\u0627\u063a\u0629 \u0631\u062f\u0648\u062f \u0645\u062a\u0645\u0627\u0633\u0643\u0629 \u0648\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0633\u064a\u0627\u0642. \u062a\u0639\u0632\u0632 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0631\u0628\u0629 \u0627\u0644\u0645\u0632\u062f\u0648\u062c\u0629 \u0642\u062f\u0631\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0639\u0644\u0649 \u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u062f\u0642\u064a\u0642\u0629 \u0648\u0645\u0641\u064a\u062f\u0629.<\/li>\n
- \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062e\u0644\u0641\u064a\u0629<\/strong>: \u0647\u0630\u0647 \u0627\u0644\u0637\u0628\u0642\u0629 \u062d\u0627\u0633\u0645\u0629 \u0644\u0636\u0645\u0627\u0646 \u0642\u0627\u0628\u0644\u064a\u0629 \u062a\u0648\u0633\u064a\u0639 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u062a\u0647\u0627 \u0648\u0623\u0645\u0627\u0646\u0647\u0627. \u062a\u0634\u0645\u0644 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062e\u0627\u062f\u0645\u060c \u0648\u0623\u0646\u0638\u0645\u0629 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 Node.js \u0648Python \u0623\u0648 Java \u0639\u0627\u062f\u0629\u064b \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062e\u0644\u0641\u064a\u0629. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 (\u0645\u062b\u0644 AWS \u0648Google Cloud) \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0628\u0634\u0643\u0644 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0642\u062f\u0631\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629 \u0628\u0643\u0641\u0627\u0621\u0629.<\/li>\n
- \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/strong>: \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u0648\u0646 \u0636\u0631\u0648\u0631\u064a \u0644\u0641\u0647\u0645 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0646\u0635\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u0648\u0627\u064a\u0627\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a NLP \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 BERT \u0623\u0648 \u0646\u0645\u0627\u0630\u062c \u0623\u062e\u0631\u0649 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a\u060c \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0641\u0647\u0645 \u0648\u0627\u0644\u0648\u0639\u064a \u0628\u0627\u0644\u0633\u064a\u0627\u0642.<\/li>\n
- \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong>: \u064a\u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062f\u0642\u0629 \u0627\u0644\u0631\u062f\u0648\u062f \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a. \u062a\u0633\u0645\u062d \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0648\u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n
- \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629<\/strong>: \u0645\u0646 \u0623\u062c\u0644 \u0648\u0638\u0627\u0626\u0641 \u0645\u062b\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0627\u062a\u060c \u0648\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u062c\u0632\u060c \u0623\u0648 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0645\u0639 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629. \u062a\u0648\u0633\u0639 \u0647\u0630\u0647 \u0627\u0644\u0642\u062f\u0631\u0629 \u0645\u0646 \u0641\u0627\u0626\u062f\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u062a\u0639\u0632\u0632 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n
- \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a<\/strong>: \u062a\u062a\u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0637\u0628\u0642\u0629 \u062a\u062a\u0628\u0639 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0623\u062f\u0627\u0621 \u0644\u062a\u062d\u0633\u064a\u0646 \u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 Google Analytics \u0623\u0648 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0631\u0624\u0649 \u062d\u0648\u0644 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0648\u0638\u0627\u0626\u0641\u0647.<\/li>\n<\/ol>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0647\u0630\u0647 \u0627\u0644\u0637\u0628\u0642\u0627\u062a\u060c \u064a\u0645\u0643\u0646 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a \u0627\u0644\u062d\u062f\u064a\u062b \u0623\u0646 \u064a\u062a\u0641\u0627\u0639\u0644 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0648\u064a\u0642\u062f\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062f\u0642\u064a\u0642\u0629\u060c \u0648\u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0626\u0647 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u062d\u0648\u0644 \u0647\u0646\u062f\u0633\u0629 \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u064a\u0631\u062c\u0649 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0645\u0635\u0627\u062f\u0631 \u0645\u062b\u0644 Brain Pod AI<\/a>.<\/p>\n\u0623\u0647\u0645\u064a\u0629 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0641\u064a \u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u064a\u0644\u0639\u0628 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062f\u0648\u0631\u064b\u0627 \u0645\u062d\u0648\u0631\u064a\u064b\u0627 \u0641\u064a \u0648\u0638\u064a\u0641\u062a\u0647 \u0627\u0644\u0639\u0627\u0645\u0629 \u0648\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0636\u0645\u0646 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0646\u0638\u0645 \u0623\u0646 \u064a\u062a\u0645\u0643\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0630\u0627\u062a \u0635\u0644\u0629. \u062a\u0634\u0645\u0644 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n
\n- \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639<\/strong>: \u064a\u0633\u0645\u062d \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0642\u0648\u064a \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0625\u062f\u0627\u0631\u0629 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f\u0629 \u062f\u0648\u0646 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0627\u0621. \u0647\u0630\u0627 \u0645\u0647\u0645 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0634\u0647\u062f \u0646\u0645\u0648\u064b\u0627 \u0633\u0631\u064a\u0639\u064b\u0627 \u0623\u0648 \u0627\u0631\u062a\u0641\u0627\u0639\u0627\u062a \u0645\u0648\u0633\u0645\u064a\u0629 \u0641\u064a \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n
- Reliability<\/strong>: \u064a\u0642\u0644\u0644 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629 \u0645\u0646 \u0641\u062a\u0631\u0627\u062a \u0627\u0644\u062a\u0648\u0642\u0641 \u0648\u062a\u0636\u0645\u0646 \u0623\u0646 \u064a\u062a\u0645\u0643\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0643\u0644\u0645\u0627 \u0627\u062d\u062a\u0627\u062c\u0648\u0627. \u062a\u0639\u0632\u0632 \u0647\u0630\u0647 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0627\u0644\u062b\u0642\u0629 \u0648\u062a\u0634\u062c\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0628\u0634\u0643\u0644 \u0645\u062a\u0643\u0631\u0631.<\/li>\n
- \u0627\u0644\u0645\u0631\u0648\u0646\u0629<\/strong>: \u062a\u0639\u0632\u0632 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0647 \u0628\u0623\u062f\u0627\u0621 \u0645\u0647\u0627\u0645 \u062a\u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629\u060c \u0645\u062b\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0627\u062a \u0623\u0648 \u062d\u062c\u0632 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f.<\/li>\n
- \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/strong>: \u064a\u062a\u064a\u062d \u062f\u0645\u062c \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u062c\u0645\u0639 \u0631\u0624\u0649 \u062d\u0648\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0648\u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0645\u064a\u0632\u0627\u062a\u0647 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/li>\n<\/ul>\n
\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u064a\u0639\u062f \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062f\u0631\u0648\u0633 \u0623\u0645\u0631\u064b\u0627 \u0636\u0631\u0648\u0631\u064a\u064b\u0627 \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u0627 \u062a\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 \u062a\u062a\u0643\u064a\u0641 \u0623\u064a\u0636\u064b\u0627 \u0648\u062a\u062a\u0637\u0648\u0631 \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. \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 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u062a\u062d\u0642\u0642 \u0645\u0646 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/a> .<\/p>\n\u0643\u064a\u0641 \u062a\u0635\u0645\u0645 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629\u061f<\/h2>\n
\u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0631\u0636\u0627\u0647. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062a\u0628\u0627\u0639 \u0646\u0647\u062c \u0645\u0646\u0638\u0645\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0644\u0627 \u064a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u062a\u0645\u0627\u0634\u0649 \u0623\u064a\u0636\u064b\u0627 \u0645\u0639 \u0623\u0647\u062f\u0627\u0641 \u0639\u0644\u0627\u0645\u062a\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u0625\u0644\u064a\u0643 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u062c\u0630\u0627\u0628\u0629 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629:<\/p>\n
\u062e\u0637\u0648\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u062c\u0630\u0627\u0628\u0629 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n\n- \u062d\u062f\u062f \u063a\u0631\u0636 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>: \u0627\u0628\u062f\u0623 \u0628\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0648\u0636\u0648\u062d. \u0641\u0643\u0631 \u0641\u064a\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0633\u064a\u0648\u0641\u0631 \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0623\u0648 \u064a\u0633\u0647\u0644 \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a\u060c \u0623\u0648 \u064a\u0642\u062f\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a. \u0633\u064a\u0633\u0627\u0639\u062f \u0641\u0647\u0645 \u0627\u0644\u063a\u0631\u0636 \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.<\/li>\n
- \u0627\u062e\u062a\u0631 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629<\/strong>: \u0627\u062e\u062a\u0631 \u0628\u064a\u0646 \u0646\u0638\u0627\u0645 \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0623\u0648 \u0645\u0646\u0635\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP). \u062a\u062a\u0628\u0639 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0646\u0635\u0648\u0635\u064b\u0627 \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0645\u0643\u0646 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 NLP \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\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u0645\u0631\u0648\u0646\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/li>\n
- \u0641\u0647\u0645 \u0642\u064a\u0648\u062f \u0627\u0644\u0645\u0646\u0635\u0629<\/strong>: \u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0642\u062f\u0631\u0627\u062a \u0648\u0642\u064a\u0648\u062f \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u062a\u064a \u0627\u062e\u062a\u0631\u062a\u0647\u0627. \u0633\u062a\u0633\u0627\u0639\u062f\u0643 \u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u064a\u0639\u0645\u0644 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0636\u0645\u0646 \u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647.<\/li>\n
- \u062d\u062f\u062f \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0648\u0627\u0644\u0646\u0628\u0631\u0629<\/strong>: \u0623\u0646\u0634\u0626 \u0634\u062e\u0635\u064a\u0629 \u0648\u0646\u0628\u0631\u0629 \u0645\u062a\u0633\u0642\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\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0631\u0627\u0648\u062d \u0647\u0630\u0647 \u0645\u0646 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0648\u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0648\u062f\u064a\u0629 \u0648\u063a\u064a\u0631 \u0627\u0644\u0631\u0633\u0645\u064a\u0629\u060c \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u062c\u0645\u0647\u0648\u0631\u0643 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641.<\/li>\n
- \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0634\u0628\u064a\u0647 \u0628\u0627\u0644\u0628\u0634\u0631<\/strong>: \u062d\u0627\u0648\u0644 \u0625\u0646\u0634\u0627\u0621 \u0631\u062f\u0648\u062f \u0645\u062d\u0627\u062f\u062b\u0629 \u062a\u062d\u0627\u0643\u064a \u0627\u0644\u062d\u0648\u0627\u0631 \u0627\u0644\u0628\u0634\u0631\u064a. \u0627\u0633\u062a\u062e\u062f\u0645 \u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u062a\u062c\u0646\u0628 \u0627\u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0641\u0631\u0637\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n
- \u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>: \u0642\u0645 \u0628\u0631\u0633\u0645 \u062e\u0631\u064a\u0637\u0629 \u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0645\u0646\u0637\u0642\u064a \u0644\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a. \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631 \u0644\u062a\u0648\u0642\u0639 \u0631\u062f\u0648\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0625\u0631\u0634\u0627\u062f\u0647\u0645 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0633\u0644\u0627\u0633\u0629.<\/li>\n
- \u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>: \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0627\u0646\u0642\u0637\u0627\u0639\u0627\u062a \u0648\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u062f\u0648\u0646 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u0633\u064a\u0627\u0642. \u0633\u064a\u0624\u062f\u064a \u0630\u0644\u0643 \u0625\u0644\u0649 \u062e\u0644\u0642 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0643\u062b\u0631 \u0633\u0644\u0627\u0633\u0629 \u0648\u062a\u0634\u062c\u064a\u0639 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u0645\u0631.<\/li>\n
- \u062f\u0645\u062c \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629<\/strong>: \u0639\u0632\u0632 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0627\u0644\u0623\u0632\u0631\u0627\u0631\u060c \u0648\u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0633\u0631\u064a\u0639\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062c\u0639\u0644 \u0647\u0630\u0647 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0623\u0643\u062b\u0631 \u062c\u0627\u0630\u0628\u064a\u0629 \u0648\u0628\u062f\u064a\u0647\u064a\u0629.<\/li>\n
- \u062a\u0645\u0643\u064a\u0646 \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0644\u0641\u0627\u062a<\/strong>: \u0627\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u0646\u0632\u064a\u0644 \u0623\u0648 \u0631\u0641\u0639 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u062d\u0633\u0628 \u0627\u0644\u062d\u0627\u062c\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u064a\u0632\u0629 \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0641\u064a \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0623\u0648 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629.<\/li>\n
- \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631<\/strong>: \u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0623\u064a \u0645\u0634\u0627\u0643\u0644 \u0641\u064a \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0623\u0648 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0627\u062c\u0645\u0639 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u064a\u0646 \u0648\u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u0639\u062f\u064a\u0644\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n
- \u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u062a\u062d\u0633\u064a\u0646<\/strong>: \u0628\u0639\u062f \u0627\u0644\u0646\u0634\u0631\u060c \u0631\u0627\u0642\u0628 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/li>\n<\/ol>\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\u0643 \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0644\u0627 \u064a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\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\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0625\u0644\u0649 \u062a\u062d\u0642\u064a\u0642 \u0646\u062a\u0627\u0626\u062c \u0623\u0641\u0636\u0644 \u0644\u0639\u0645\u0644\u0643. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0624\u0649\u060c \u064a\u0645\u0643\u0646\u0643 \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0646 \u0642\u0627\u062f\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u062b\u0644 Brain Pod AI<\/a>, \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u062d\u0648\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a.<\/p>\n\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u062a\u0646\u0641\u064a\u0630 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u062d\u0627\u0633\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647\u0627:<\/p>\n
\n- \u0627\u0644\u0628\u0633\u0627\u0637\u0629 \u0647\u064a \u0627\u0644\u0645\u0641\u062a\u0627\u062d<\/strong>: \u0627\u062c\u0639\u0644 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0646\u0638\u064a\u0641\u0629 \u0648\u0628\u0633\u064a\u0637\u0629. \u062a\u062c\u0646\u0628 \u0627\u0632\u062f\u062d\u0627\u0645 \u0627\u0644\u0634\u0627\u0634\u0629 \u0628\u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0623\u0648 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a\u060c \u0645\u0645\u0627 \u0642\u062f \u064a\u0631\u0628\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n
- \u0639\u0644\u0627\u0645\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u062a\u0633\u0642\u0629<\/strong>: \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u064a\u0639\u0643\u0633 \u0647\u0648\u064a\u0629 \u0639\u0644\u0627\u0645\u062a\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u0644\u0648\u0627\u0646\u064b\u0627 \u0648\u062e\u0637\u0648\u0637\u064b\u0627 \u0648\u0634\u0639\u0627\u0631\u0627\u062a \u0645\u062a\u0633\u0642\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0631\u0628\u0629 \u0645\u062a\u0643\u0627\u0645\u0644\u0629.<\/li>\n
- \u062a\u0635\u0645\u064a\u0645 \u0645\u062a\u062c\u0627\u0648\u0628<\/strong>: \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0648\u062a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f \u0639\u0644\u0649 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0644\u0648\u062d\u064a\u0629. \u0647\u0630\u0647 \u0627\u0644\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0643\u064a\u0641 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u062c\u0645\u0647\u0648\u0631 \u0623\u0648\u0633\u0639.<\/li>\n
- \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629<\/strong>: \u062f\u0645\u062c \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062a\u0642\u064a\u064a\u0645 \u062a\u062c\u0631\u0628\u062a\u0647\u0645 \u0623\u0648 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0630\u0627\u062a \u0642\u064a\u0645\u0629 \u0643\u0628\u064a\u0631\u0629 \u0644\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629.<\/li>\n
- \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/strong>: \u0627\u0633\u062a\u063a\u0644 \u0627\u0644\u0642\u0648\u0627\u0644\u0628 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062b\u0627\u0644\u064a\u0629<\/a> \u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0636\u0645\u0627\u0646 \u0627\u062a\u0628\u0627\u0639 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a.<\/li>\n<\/ul>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0647\u0630\u0647 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u062c\u064a\u062f\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u0632\u064a\u0632 \u0641\u0639\u0627\u0644\u064a\u0629 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u0643\u062b\u0631 \u0633\u0647\u0648\u0644\u0629 \u0648\u062c\u0627\u0630\u0628\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0627\u0633\u062a\u0643\u0634\u0641 \u0645\u0648\u0627\u0631\u062f\u0646\u0627 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/a>.<\/p>\n\u0645\u0627 \u0647\u064a \u0623\u0641\u0636\u0644 \u0628\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629\u061f<\/h2>\n
\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u062d\u0627\u0633\u0645 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0645\u062b\u0644 \u0648\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u062a\u062a\u0636\u0645\u0646 \u0623\u0641\u0636\u0644 \u0628\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0639\u0627\u062f\u0629\u064b \u0639\u062f\u0629 \u0645\u0643\u0648\u0646\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 \u062a\u0639\u0632\u0632 \u0645\u0646 \u0648\u0638\u064a\u0641\u062a\u0647\u0627 \u0648\u0642\u0627\u0628\u0644\u064a\u062a\u0647\u0627 \u0644\u0644\u062a\u0643\u064a\u0641. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u060c \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629\u060c \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0645\u062f\u062f\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u0645\u0627\u0646\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0648\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0637\u0648\u0631 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/p>\n
\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0628\u0646\u0649 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629<\/h3>\n
\u0639\u0646\u062f \u062a\u0642\u064a\u064a\u0645 \u0628\u0646\u0649 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n
\n- \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a:<\/strong> \u062a\u0633\u0645\u062d \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0628\u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629 \u0644\u0643\u0644 \u0645\u0643\u0648\u0646\u060c \u0645\u062b\u0644 \u062a\u0648\u062c\u064a\u0647 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0646\u0637\u0642 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u060c \u0648\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u0633\u0647\u0644 \u0647\u0630\u0647 \u0627\u0644\u0627\u0633\u062a\u0642\u0644\u0627\u0644\u064a\u0629 \u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0623\u0633\u0647\u0644 \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u062d\u0633\u064a\u0646 \u0623\u062c\u0632\u0627\u0621 \u0645\u0639\u064a\u0646\u0629 \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0625\u0639\u0627\u062f\u0629 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0627\u0644\u0643\u0627\u0645\u0644.<\/li>\n
- \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639:<\/strong> \u064a\u062c\u0628 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0628\u0646\u064a\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0632\u064a\u0627\u062f\u0629 \u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0633\u0644\u0627\u0633\u0629. \u064a\u0645\u0643\u0646 \u062a\u062d\u0642\u064a\u0642 \u0630\u0644\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062d\u0644\u0648\u0644 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u062a\u0633\u0645\u062d \u0628\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0628\u0642\u0627\u0621 \u0627\u0644\u0623\u062f\u0627\u0621 \u0645\u062b\u0627\u0644\u064a\u064b\u0627 \u062d\u062a\u0649 \u062e\u0644\u0627\u0644 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0630\u0631\u0648\u0629.<\/li>\n
- \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629:<\/strong> \u062a\u062a\u0636\u0645\u0646 \u0628\u0646\u064a\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629 \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0648\u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0645\u0633\u062a\u0645\u0631. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0639\u0632\u0644 \u0627\u0644\u0641\u0634\u0644 \u0641\u064a \u0645\u0643\u0648\u0646\u0627\u062a \u0641\u0631\u062f\u064a\u0629 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0627\u0644\u0643\u0627\u0645\u0644.<\/li>\n
- \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639:<\/strong> \u064a\u062c\u0628 \u0623\u0646 \u062a\u062f\u0639\u0645 \u0627\u0644\u0628\u0646\u064a\u0629 \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629 \u0628\u0633\u0647\u0648\u0644\u0629. \u0647\u0630\u0627 \u0645\u0647\u0645 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0644\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0628\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u0646\u0635\u0627\u062a\u060c \u0645\u062b\u0644 Messenger Bot\u060c \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062e\u062a\u0644\u0641\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\u0639\u062f \u062f\u0645\u062c \u0642\u062f\u0631\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0623\u0645\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0644\u0641\u0647\u0645 \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0630\u0627\u062a \u0635\u0644\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0637\u0631 \u0645\u062b\u0644 Rasa \u0623\u0648 Dialogflow \u0645\u0646 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062d\u0648\u0627\u0631\u064a\u0629.<\/li>\n
- \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f \u062d\u0644\u0648\u0644 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627 \u0627\u0644\u0641\u0639\u0627\u0644\u0629\u060c \u0645\u062b\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a NoSQL\u060c \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0628\u0643\u0641\u0627\u0621\u0629 \u0645\u0639 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646\u0647\u0627 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0631\u062f\u0648\u062f \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/li>\n
- \u0627\u0644\u0623\u0645\u0627\u0646:<\/strong> \u064a\u0639\u062f \u062a\u0646\u0641\u064a\u0630 \u062a\u062f\u0627\u0628\u064a\u0631 \u0623\u0645\u0627\u0646 \u0642\u0648\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0622\u0645\u0646 \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0623\u0645\u0631\u064b\u0627 \u0636\u0631\u0648\u0631\u064a\u064b\u0627 \u0644\u062d\u0645\u0627\u064a\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u062b\u0642\u0629.<\/li>\n<\/ul>\n
\u0639\u0648\u0627\u0645\u0644 \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647\u0627 \u0639\u0646\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0628\u0646\u064a\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u0639\u0646\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0623\u0641\u0636\u0644 \u0628\u0646\u064a\u0629 \u0644\u062f\u0631\u062f\u0634\u062a\u0643\u060c \u0636\u0639 \u0647\u0630\u0647 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643:<\/p>\n
\n- \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645:<\/strong> \u064a\u062c\u0628 \u0623\u0646 \u062a\u0633\u0647\u0644 \u0627\u0644\u0628\u0646\u064a\u0629 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629 \u0648\u062c\u0630\u0627\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0628\u062f\u064a\u0647\u064a\u0629 \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/li>\n
- \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644:<\/strong> \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0628\u0646\u064a\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0648\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629\u060c \u0645\u062b\u0644 Messenger Bot\u060c \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0648\u0638\u0627\u0626\u0641.<\/li>\n
- \u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629:<\/strong> \u0642\u0645 \u0628\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0628\u0646\u0649\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0627\u0644\u062a\u0648\u0633\u0639.<\/li>\n
- \u062a\u0623\u0645\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644:<\/strong> \u0627\u062e\u062a\u0631 \u0628\u0646\u064a\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0643\u064a\u0641 \u0645\u0639 \u0627\u0644\u062a\u0642\u062f\u0645 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a \u0648\u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631.<\/li>\n<\/ul>\n
By focusing on these architectural principles, developers can create chatbots that are not only effective in engaging users but also adaptable to future needs and technological advancements. For further reading on chatbot architecture, consider exploring resources from the Revista de Investigaci\u00f3n en Inteligencia Artificial<\/a> \u0648\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u0646 Gartner<\/a>.<\/p>\n![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/06\/chatbot-interface-design-308086.png\" "\\"\\"")
<\/img><\/p>\n
How to Create a Chatbot Prototype?<\/h2>\n
Creating a chatbot prototype is a crucial step in the development process, allowing you to visualize and test your chatbot\u2019s functionality before full deployment. By following a structured approach, you can ensure that your chatbot interface design meets user expectations and provides a seamless experience. Here\u2019s how to create a chatbot prototype in 8 detailed steps:<\/p>\n
Step 1: Define the Purpose of Your Chatbot<\/h3>\n
Identify the specific problem your chatbot will solve or the service it will provide. This could range from customer support to lead generation or even entertainment. A clear purpose will guide the design and functionality of your chatbot.<\/p>\n
Step 2: Choose the Platform for Deployment<\/h3>\n
Decide where your chatbot will be accessible. Options include websites, messaging apps like Facebook Messenger, or standalone applications. Each platform has unique features and user demographics, so select one that aligns with your target audience.<\/p>\n
Step 3: Select a Chatbot Development Framework<\/h3>\n
Choose a chatbot development platform that suits your technical skills and project requirements. Popular options include Dialogflow, Microsoft Bot Framework, and Rasa. These platforms offer various tools and integrations to streamline the development process.<\/p>\n
Step 4: Design the Conversation Flow<\/h3>\n
Utilize a chatbot editor to map out the conversation flow. This includes creating intents (user goals) and entities (specific data points) to ensure the chatbot understands user inputs. Consider using tools like Botmock or Chatbot.com for visual flow design.<\/p>\n
Step 5: Implement Natural Language Processing (NLP)<\/h3>\n
Integrate NLP capabilities to enhance your chatbot\u2019s understanding of user queries. This allows the chatbot to interpret and respond to a wider range of user inputs. Platforms like IBM Watson and Google Cloud Natural Language can be beneficial for this purpose.<\/p>\n
Step 6: Test Your Chatbot Thoroughly<\/h3>\n
Conduct extensive testing to identify and fix any issues. Use both automated testing tools and real user feedback to refine the chatbot\u2019s responses and functionality. This step is crucial to ensure a seamless user experience.<\/p>\n
Step 7: Train Your Chatbot<\/h3>\n
Regularly update and train your chatbot with new data and user interactions. This will improve its accuracy and relevance over time. Utilize machine learning techniques to adapt to changing user needs and preferences.<\/p>\n
Step 8: Gather User Feedback and Iterate<\/h3>\n
After deployment, continuously collect user feedback to identify areas for improvement. Use analytics tools to track user interactions and satisfaction levels. Iteratively refine your chatbot based on this feedback to enhance its performance and user engagement.<\/p>\n
Tools for Chatbot Prototyping and Design<\/h2>\n
To effectively create a chatbot prototype, utilizing the right tools is essential. Here are some recommended chatbot design tools:<\/p>\n
\n- \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/a> \u2013 This resource provides insights into creating user-friendly chatbot interfaces.<\/li>\n
- Mastering Chatbot UI Design Templates<\/a> \u2013 Explore templates that can streamline your design process.<\/li>\n
- Effective UI for Chatbot Design<\/a> \u2013 Learn how to design engaging interfaces using AI chatbot UI templates.<\/li>\n
- Mastering Chatbot Conversation Flow<\/a> \u2013 A comprehensive guide to designing effective conversation flows for your chatbot.<\/li>\n<\/ul>\n
Which Framework Can Be Used to Build Conversational Interfaces Like Chatbots?<\/h2>\n
When building conversational interfaces like chatbots, several frameworks stand out for their capabilities and features. Here are some of the most effective frameworks to consider in 2025:<\/p>\n
\n- \u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631<\/strong>: Developed by Google, Dialogflow is renowned for its advanced natural language processing (NLP) capabilities. It allows developers to create chatbots that can comprehend and respond to a wide range of user intents, making it suitable for various applications, from customer service to personal assistants. Its integration with Google Cloud services enhances scalability and performance.<\/li>\n
- \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 Microsoft Bot<\/strong>: This comprehensive framework provides tools for building, testing, and deploying chatbots across multiple platforms. It supports various programming languages and integrates seamlessly with Azure services, enabling developers to leverage AI and machine learning features for more intelligent interactions.<\/li>\n
- \u0631\u0627\u0633\u0627<\/strong>: An open-source framework, Rasa is ideal for developers looking for flexibility and control over their chatbot\u2019s functionality. It focuses on machine learning and allows for the creation of highly customizable conversational agents. Rasa\u2019s community-driven approach ensures continuous improvement and innovation.<\/li>\n
- Amazon Lex<\/strong>: Part of the Amazon Web Services (AWS) ecosystem, Amazon Lex enables developers to build conversational interfaces using the same deep learning technologies that power Alexa. It offers automatic speech recognition and natural language understanding, making it a powerful choice for voice and text-based chatbots.<\/li>\n
- Botpress<\/strong>: \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0631\u063a\u0628\u0648\u0646 \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0648\u0641\u0631 Botpress \u0648\u0627\u062c\u0647\u0629 \u0628\u0635\u0631\u064a\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0648\u064a\u062f\u0639\u0645 \u062a\u0643\u0627\u0645\u0644\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0644\u0644\u0634\u0631\u0643\u0627\u062a.<\/li>\n
- \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/strong>: \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646\u0647 \u0644\u064a\u0633 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0633\u062a\u0642\u0644\u060c \u064a\u0633\u0645\u062d Messenger Bot \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0628\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u062e\u0635\u0635\u0629 \u0644\u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631. \u064a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0648\u0627\u0633\u0639\u0629 \u0639\u0644\u0649 \u0641\u064a\u0633\u0628\u0648\u0643 \u0648\u064a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0628\u0627\u0634\u0631\u0629 \u062f\u0627\u062e\u0644 \u062a\u0637\u0628\u064a\u0642 \u0645\u0627\u0633\u0646\u062c\u0631\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0642\u0646\u0627\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n<\/ol>\n
\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u064a\u0639\u062a\u0645\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0639\u0644\u0649 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0645\u062b\u0644 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u060c \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644\u060c \u0648\u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641. \u064a\u0642\u062f\u0645 \u0643\u0644 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0637\u0631 \u0645\u064a\u0632\u0627\u062a \u0641\u0631\u064a\u062f\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u0639\u0627\u0644\u0629 \u0648\u062c\u0630\u0627\u0628\u0629.<\/p>\n
\u0623\u0637\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629\u060c \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0647\u0644 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629:<\/p>\n
\n- \u0623\u062f\u0648\u0627\u062a \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>:\u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 Brain Pod AI<\/a> \u062a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644\u064b\u0627 \u0634\u0627\u0645\u0644\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0646\u0645\u0630\u062c\u0629 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062a\u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0642\u0648\u0627\u0644\u0628 \u0648\u0639\u0646\u0627\u0635\u0631 \u062a\u0635\u0645\u064a\u0645 \u062a\u0633\u0647\u0644 \u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0627\u062a \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/li>\n
- \u0628\u0631\u0627\u0645\u062c \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a<\/strong>: \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a> \u062a\u0642\u062f\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u062f\u064a\u0647\u064a\u0629 \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u0629 \u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u0627\u0633\u0639\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0623\u062a\u064a \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0645\u0639 \u0642\u0648\u0627\u0644\u0628 \u062c\u0627\u0647\u0632\u0629 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u062a\u062e\u0635\u064a\u0635\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0625\u0646\u0634\u0627\u0621 \u062a\u0635\u0645\u064a\u0645\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u0639\u0627\u0644\u0629.<\/li>\n<\/ul>\n
\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0632\u0632 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u0637\u0631 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0643\u062b\u0631 \u062c\u0627\u0630\u0628\u064a\u0629 \u0648\u0641\u0639\u0627\u0644\u064a\u0629.<\/p>\n
\u0623\u0645\u062b\u0644\u0629 \u0648\u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h2>\n\u062a\u062d\u0644\u064a\u0644 \u0623\u0645\u062b\u0644\u0629 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0646\u0627\u062c\u062d\u0629<\/h3>\n
\u0639\u0646\u062f \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0648\u0641\u0631 \u0641\u062d\u0635 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0646\u0627\u062c\u062d\u0629 \u0631\u0624\u0649 \u0644\u0627 \u062a\u0642\u062f\u0631 \u0628\u062b\u0645\u0646. \u062a\u0639\u0637\u064a \u062a\u0635\u0645\u064a\u0645\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0628\u062f\u064a\u0647\u064a\u0629 \u0648\u062c\u0630\u0627\u0628\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u0639\u0631\u0636 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u0643\u064a \u0645\u0646 Brain Pod AI \u062a\u062e\u0637\u064a\u0637\u064b\u0627 \u0646\u0638\u064a\u0641\u064b\u0627 \u0645\u0639 \u062a\u0646\u0642\u0644 \u0648\u0627\u0636\u062d\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u0644\u0648\u0635\u0648\u0644 \u0628\u0633\u0647\u0648\u0644\u0629 \u0625\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0623\u062f\u0648\u0627\u062a \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0644\u0627 \u062a\u0639\u0632\u0632 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0641\u064a \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u0639\u0632\u0632 \u0623\u064a\u0636\u064b\u0627 \u062b\u0642\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0631\u0636\u0627\u0647.<\/p>\n
\u0645\u062b\u0627\u0644 \u0622\u062e\u0631 \u0645\u0644\u062d\u0648\u0638 \u0647\u0648 \u0645\u0646\u0635\u0629 Messenger Bot\u060c \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0635\u0645\u064a\u0645\u064b\u0627 \u062d\u0648\u0627\u0631\u064a\u064b\u0627 \u064a\u062d\u0627\u0643\u064a \u0627\u0644\u062d\u0648\u0627\u0631 \u0627\u0644\u0637\u0628\u064a\u0639\u064a. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u0634\u0639\u0648\u0631 \u0628\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0627\u062d\u0629 \u0648\u062a\u0634\u062c\u0639\u0647\u0645 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0628\u0634\u0643\u0644 \u0623\u0639\u0645\u0642 \u0645\u0639 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u064a\u0633\u0627\u0639\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0632\u0631\u0627\u0631 \u0648\u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0633\u0631\u064a\u0639\u0629\u060c \u0641\u064a \u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u062a\u0646\u0642\u0644 \u0639\u0628\u0631 \u062e\u064a\u0627\u0631\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u062f\u0648\u0646 \u0627\u0644\u0634\u0639\u0648\u0631 \u0628\u0627\u0644\u0625\u0631\u0647\u0627\u0642.<\/p>\n
\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0623\u0645\u062b\u0644\u0629\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0648\u0641\u0631 \u062a\u062d\u0644\u064a\u0644 \u062a\u0635\u0645\u064a\u0645\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u0646 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0645\u062b\u0644 Drift \u0648Intercom \u0645\u0632\u064a\u062f\u064b\u0627 \u0645\u0646 \u0627\u0644\u0625\u0644\u0647\u0627\u0645. \u062a\u0633\u062a\u062e\u062f\u0645 \u0643\u0644\u0627 \u0627\u0644\u0645\u0646\u0635\u062a\u064a\u0646 \u062a\u0635\u0645\u064a\u0645\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u0639\u0627\u0644\u0629 \u062a\u0624\u0643\u062f \u0639\u0644\u0649 \u0627\u0644\u0648\u0636\u0648\u062d \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u064a\u062a\u0644\u0642\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0648\u0630\u0627\u062a \u0635\u0644\u0629.<\/p>\n
\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0642\u0648\u0627\u0644\u0628 \u0648\u0645\u0648\u0627\u0631\u062f \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629<\/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 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0629. \u062a\u0642\u062f\u0645 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062a\u0646\u0648\u0639\u0629. \u062a\u0648\u0641\u0631 \u0645\u0648\u0627\u0642\u0639 \u0645\u062b\u0644 Figma \u0648Sketch \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u0648\u0627\u0644\u0628 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u062a\u0639\u062f\u064a\u0644\u0647\u0627 \u0644\u062a\u0646\u0627\u0633\u0628 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629.<\/p>\n
\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0642\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Messenger Bot \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u0647\u064a\u0643\u0644\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0646\u0637\u0642\u064a. \u0644\u0627 \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0642\u0648\u0627\u0644\u0628 \u0627\u0644\u0648\u0642\u062a \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u0636\u0645\u0646 \u0623\u064a\u0636\u064b\u0627 \u0627\u062a\u0628\u0627\u0639 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645.<\/p>\n
\u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0646\u0647\u062c \u0623\u0643\u062b\u0631 \u0634\u0645\u0648\u0644\u0627\u064b\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 \u0645\u0648\u0627\u0631\u062f \u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0631\u0648\u0628\u0648\u062a Brain Pod AI\u060c \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0645\u0641\u0635\u0644\u0629 \u062d\u0648\u0644 \u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0623\u0648\u0644\u064a\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0642\u0648\u0627\u0644\u0628 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u064a\u0633\u062a \u062c\u0630\u0627\u0628\u0629 \u0628\u0635\u0631\u064a\u064b\u0627 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0623\u064a\u0636\u064b\u0627 \u0648\u0638\u064a\u0641\u064a\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/p>\n<\/span>","protected":false},"excerpt":{"rendered":"Key Takeaways Master the principles of chatbot interface design to create engaging and user-friendly experiences. Implement personalization features to enhance user satisfaction and foster connections. Utilize responsive design to ensure functionality across all devices, improving accessibility. Incorporate rich media elements for more engaging interactions that captivate users. Continuously test and iterate your chatbot based on […]<\/p>\n","protected":false},"author":14928,"featured_media":255231,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-255232","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/255232","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/comments?post=255232"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/255232\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/255231"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=255232"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=255232"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=255232"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0645\u062a\u0637\u0648\u0631 \u0628\u0633\u0631\u0639\u0629 \u0644\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0631\u0642\u0645\u064a\u060c \u0641\u0625\u0646 \u0625\u062a\u0642\u0627\u0646 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/strong> \u0623\u0633\u0627\u0633\u064a \u0644\u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0627\u062a \u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u062d\u0627\u062f\u062b\u0629 \u062c\u0630\u0627\u0628\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 (UIs). \u0633\u062a\u0648\u062c\u0647\u0643 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0646\u0627\u062c\u062d \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/strong>. \u0633\u0646\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0647\u0645 \u0641\u064a \u0641\u0639\u0627\u0644\u064a\u0629 \u0648\u0627\u062c\u0647\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/strong> \u0627\u0644\u062a\u0635\u0645\u064a\u0645\u060c \u0648\u0646\u063a\u0648\u0635 \u0641\u064a \u062a\u0641\u0627\u0635\u064a\u0644 \u0647\u064a\u0643\u0644 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/strong>, \u0648\u0646\u062d\u062f\u062f \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a \u062c\u0630\u0627\u0628 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 .<\/strong>\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0633\u0646\u0642\u0627\u0631\u0646 \u0628\u064a\u0646 \u0627\u0644\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0648\u0646\u0642\u062f\u0645 \u0644\u0643 \u0623\u0637\u0631 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>. \u0628\u0646\u0647\u0627\u064a\u0629 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629\u060c \u0633\u064a\u0643\u0648\u0646 \u0644\u062f\u064a\u0643 \u0641\u0647\u0645 \u0634\u0627\u0645\u0644 \u0644\u0640\u0640 \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062b\u0627\u0644\u064a\u0629<\/strong> \u0648\u0623\u0645\u062b\u0644\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0644\u0647\u0645 \u0645\u0634\u0627\u0631\u064a\u0639\u0643 \u0627\u0644\u062e\u0627\u0635\u0629. \u0627\u0646\u0636\u0645 \u0625\u0644\u064a\u0646\u0627 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0631\u062d\u0644\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u0648\u0627\u062c\u0647\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643<\/strong> \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0631\u0641\u0639 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0625\u0644\u0649 \u0622\u0641\u0627\u0642 \u062c\u062f\u064a\u062f\u0629.<\/p>\n \u0644\u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062a\u0628\u0627\u0639 \u0647\u0630\u0647 \u0627\u0644\u0625\u0631\u0634\u0627\u062f\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u062f\u0631\u062f\u0634\u0629 \u0644\u064a\u0633\u062a \u0641\u0642\u0637 \u062c\u0630\u0627\u0628\u0629 \u0628\u0635\u0631\u064a\u064b\u0627 \u0648\u0644\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u0648\u0638\u064a\u0641\u064a\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0624\u0649 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0631\u0627\u062c\u0639 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0646 \u0642\u0627\u062f\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u062b\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0646\u064a\u0644\u0633\u0646 \u0646\u0648\u0631\u0645\u0627\u0646<\/a> \u0648 \u0627\u0644 \u0645\u0624\u0633\u0633\u0629 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062a\u0641\u0627\u0639\u0644<\/a>, \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0623\u0628\u062d\u0627\u062b\u064b\u0627 \u0634\u0627\u0645\u0644\u0629 \u062d\u0648\u0644 \u0645\u0628\u0627\u062f\u0626 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a.<\/p>\n \u064a\u062a\u0636\u0645\u0646 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0639\u062f\u0629 \u0639\u0646\u0627\u0635\u0631 \u0631\u0626\u064a\u0633\u064a\u0629 \u062a\u0633\u0627\u0647\u0645 \u0641\u064a \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629:<\/p>\n \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0639\u0646\u0627\u0635\u0631\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u0632\u064a\u0632 \u0641\u0639\u0627\u0644\u064a\u0629 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u0644\u0628\u064a\u062a\u0647\u0627 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0648\u0642\u0639\u0627\u062a\u0647\u0645. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0627\u0633\u062a\u0643\u0634\u0641 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629<\/a> .<\/p>\n \u064a\u062a\u0643\u0648\u0646 \u062a\u0635\u0645\u064a\u0645 \u0646\u0638\u0627\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0639\u062f\u0629 \u0637\u0628\u0642\u0627\u062a \u062d\u0627\u0633\u0645\u0629 \u062a\u0639\u0645\u0644 \u0645\u0639\u064b\u0627 \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0641\u0639\u0627\u0644 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0631\u062f\u0648\u062f. \u0625\u0644\u064a\u0643 \u062a\u062d\u0644\u064a\u0644 \u0645\u0641\u0635\u0644:<\/p>\n \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0647\u0630\u0647 \u0627\u0644\u0637\u0628\u0642\u0627\u062a\u060c \u064a\u0645\u0643\u0646 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a \u0627\u0644\u062d\u062f\u064a\u062b \u0623\u0646 \u064a\u062a\u0641\u0627\u0639\u0644 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0648\u064a\u0642\u062f\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062f\u0642\u064a\u0642\u0629\u060c \u0648\u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0626\u0647 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u062d\u0648\u0644 \u0647\u0646\u062f\u0633\u0629 \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u064a\u0631\u062c\u0649 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0645\u0635\u0627\u062f\u0631 \u0645\u062b\u0644 Brain Pod AI<\/a>.<\/p>\n \u064a\u0644\u0639\u0628 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062f\u0648\u0631\u064b\u0627 \u0645\u062d\u0648\u0631\u064a\u064b\u0627 \u0641\u064a \u0648\u0638\u064a\u0641\u062a\u0647 \u0627\u0644\u0639\u0627\u0645\u0629 \u0648\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0636\u0645\u0646 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0646\u0638\u0645 \u0623\u0646 \u064a\u062a\u0645\u0643\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0630\u0627\u062a \u0635\u0644\u0629. \u062a\u0634\u0645\u0644 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n \u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u064a\u0639\u062f \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062f\u0631\u0648\u0633 \u0623\u0645\u0631\u064b\u0627 \u0636\u0631\u0648\u0631\u064a\u064b\u0627 \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u0627 \u062a\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 \u062a\u062a\u0643\u064a\u0641 \u0623\u064a\u0636\u064b\u0627 \u0648\u062a\u062a\u0637\u0648\u0631 \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. \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 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u062a\u062d\u0642\u0642 \u0645\u0646 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/a> .<\/p>\n \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0631\u0636\u0627\u0647. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062a\u0628\u0627\u0639 \u0646\u0647\u062c \u0645\u0646\u0638\u0645\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0644\u0627 \u064a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u062a\u0645\u0627\u0634\u0649 \u0623\u064a\u0636\u064b\u0627 \u0645\u0639 \u0623\u0647\u062f\u0627\u0641 \u0639\u0644\u0627\u0645\u062a\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u0625\u0644\u064a\u0643 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u062c\u0630\u0627\u0628\u0629 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629:<\/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\u0643 \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0644\u0627 \u064a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\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\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0625\u0644\u0649 \u062a\u062d\u0642\u064a\u0642 \u0646\u062a\u0627\u0626\u062c \u0623\u0641\u0636\u0644 \u0644\u0639\u0645\u0644\u0643. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0624\u0649\u060c \u064a\u0645\u0643\u0646\u0643 \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0646 \u0642\u0627\u062f\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u062b\u0644 Brain Pod AI<\/a>, \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u062d\u0648\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a.<\/p>\n \u062a\u0646\u0641\u064a\u0630 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u062d\u0627\u0633\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647\u0627:<\/p>\n \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0647\u0630\u0647 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u062c\u064a\u062f\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u0632\u064a\u0632 \u0641\u0639\u0627\u0644\u064a\u0629 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u0643\u062b\u0631 \u0633\u0647\u0648\u0644\u0629 \u0648\u062c\u0627\u0630\u0628\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0627\u0633\u062a\u0643\u0634\u0641 \u0645\u0648\u0627\u0631\u062f\u0646\u0627 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/a>.<\/p>\n \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u062d\u0627\u0633\u0645 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0645\u062b\u0644 \u0648\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u062a\u062a\u0636\u0645\u0646 \u0623\u0641\u0636\u0644 \u0628\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0639\u0627\u062f\u0629\u064b \u0639\u062f\u0629 \u0645\u0643\u0648\u0646\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 \u062a\u0639\u0632\u0632 \u0645\u0646 \u0648\u0638\u064a\u0641\u062a\u0647\u0627 \u0648\u0642\u0627\u0628\u0644\u064a\u062a\u0647\u0627 \u0644\u0644\u062a\u0643\u064a\u0641. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u060c \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629\u060c \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0645\u062f\u062f\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u0645\u0627\u0646\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0648\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0637\u0648\u0631 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/p>\n \u0639\u0646\u062f \u062a\u0642\u064a\u064a\u0645 \u0628\u0646\u0649 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n \u0639\u0646\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0623\u0641\u0636\u0644 \u0628\u0646\u064a\u0629 \u0644\u062f\u0631\u062f\u0634\u062a\u0643\u060c \u0636\u0639 \u0647\u0630\u0647 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643:<\/p>\n By focusing on these architectural principles, developers can create chatbots that are not only effective in engaging users but also adaptable to future needs and technological advancements. For further reading on chatbot architecture, consider exploring resources from the Revista de Investigaci\u00f3n en Inteligencia Artificial<\/a> \u0648\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u0646 Gartner<\/a>.<\/p>\n Creating a chatbot prototype is a crucial step in the development process, allowing you to visualize and test your chatbot\u2019s functionality before full deployment. By following a structured approach, you can ensure that your chatbot interface design meets user expectations and provides a seamless experience. Here\u2019s how to create a chatbot prototype in 8 detailed steps:<\/p>\n Identify the specific problem your chatbot will solve or the service it will provide. This could range from customer support to lead generation or even entertainment. A clear purpose will guide the design and functionality of your chatbot.<\/p>\n Decide where your chatbot will be accessible. Options include websites, messaging apps like Facebook Messenger, or standalone applications. Each platform has unique features and user demographics, so select one that aligns with your target audience.<\/p>\n Choose a chatbot development platform that suits your technical skills and project requirements. Popular options include Dialogflow, Microsoft Bot Framework, and Rasa. These platforms offer various tools and integrations to streamline the development process.<\/p>\n Utilize a chatbot editor to map out the conversation flow. This includes creating intents (user goals) and entities (specific data points) to ensure the chatbot understands user inputs. Consider using tools like Botmock or Chatbot.com for visual flow design.<\/p>\n Integrate NLP capabilities to enhance your chatbot\u2019s understanding of user queries. This allows the chatbot to interpret and respond to a wider range of user inputs. Platforms like IBM Watson and Google Cloud Natural Language can be beneficial for this purpose.<\/p>\n Conduct extensive testing to identify and fix any issues. Use both automated testing tools and real user feedback to refine the chatbot\u2019s responses and functionality. This step is crucial to ensure a seamless user experience.<\/p>\n Regularly update and train your chatbot with new data and user interactions. This will improve its accuracy and relevance over time. Utilize machine learning techniques to adapt to changing user needs and preferences.<\/p>\n After deployment, continuously collect user feedback to identify areas for improvement. Use analytics tools to track user interactions and satisfaction levels. Iteratively refine your chatbot based on this feedback to enhance its performance and user engagement.<\/p>\n To effectively create a chatbot prototype, utilizing the right tools is essential. Here are some recommended chatbot design tools:<\/p>\n When building conversational interfaces like chatbots, several frameworks stand out for their capabilities and features. Here are some of the most effective frameworks to consider in 2025:<\/p>\n \u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u064a\u0639\u062a\u0645\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0639\u0644\u0649 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0645\u062b\u0644 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u060c \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644\u060c \u0648\u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641. \u064a\u0642\u062f\u0645 \u0643\u0644 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0637\u0631 \u0645\u064a\u0632\u0627\u062a \u0641\u0631\u064a\u062f\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u0639\u0627\u0644\u0629 \u0648\u062c\u0630\u0627\u0628\u0629.<\/p>\n \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629\u060c \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0647\u0644 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629:<\/p>\n \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0632\u0632 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u0637\u0631 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0643\u062b\u0631 \u062c\u0627\u0630\u0628\u064a\u0629 \u0648\u0641\u0639\u0627\u0644\u064a\u0629.<\/p>\n \u0639\u0646\u062f \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0648\u0641\u0631 \u0641\u062d\u0635 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0646\u0627\u062c\u062d\u0629 \u0631\u0624\u0649 \u0644\u0627 \u062a\u0642\u062f\u0631 \u0628\u062b\u0645\u0646. \u062a\u0639\u0637\u064a \u062a\u0635\u0645\u064a\u0645\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0628\u062f\u064a\u0647\u064a\u0629 \u0648\u062c\u0630\u0627\u0628\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u0639\u0631\u0636 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u0643\u064a \u0645\u0646 Brain Pod AI \u062a\u062e\u0637\u064a\u0637\u064b\u0627 \u0646\u0638\u064a\u0641\u064b\u0627 \u0645\u0639 \u062a\u0646\u0642\u0644 \u0648\u0627\u0636\u062d\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u0644\u0648\u0635\u0648\u0644 \u0628\u0633\u0647\u0648\u0644\u0629 \u0625\u0644\u0649 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0623\u062f\u0648\u0627\u062a \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0644\u0627 \u062a\u0639\u0632\u0632 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0641\u064a \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u0639\u0632\u0632 \u0623\u064a\u0636\u064b\u0627 \u062b\u0642\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0631\u0636\u0627\u0647.<\/p>\n \u0645\u062b\u0627\u0644 \u0622\u062e\u0631 \u0645\u0644\u062d\u0648\u0638 \u0647\u0648 \u0645\u0646\u0635\u0629 Messenger Bot\u060c \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0635\u0645\u064a\u0645\u064b\u0627 \u062d\u0648\u0627\u0631\u064a\u064b\u0627 \u064a\u062d\u0627\u0643\u064a \u0627\u0644\u062d\u0648\u0627\u0631 \u0627\u0644\u0637\u0628\u064a\u0639\u064a. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u0634\u0639\u0648\u0631 \u0628\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0627\u062d\u0629 \u0648\u062a\u0634\u062c\u0639\u0647\u0645 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0628\u0634\u0643\u0644 \u0623\u0639\u0645\u0642 \u0645\u0639 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u064a\u0633\u0627\u0639\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0632\u0631\u0627\u0631 \u0648\u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0633\u0631\u064a\u0639\u0629\u060c \u0641\u064a \u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u062a\u0646\u0642\u0644 \u0639\u0628\u0631 \u062e\u064a\u0627\u0631\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u062f\u0648\u0646 \u0627\u0644\u0634\u0639\u0648\u0631 \u0628\u0627\u0644\u0625\u0631\u0647\u0627\u0642.<\/p>\n \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0623\u0645\u062b\u0644\u0629\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0648\u0641\u0631 \u062a\u062d\u0644\u064a\u0644 \u062a\u0635\u0645\u064a\u0645\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u0646 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0645\u062b\u0644 Drift \u0648Intercom \u0645\u0632\u064a\u062f\u064b\u0627 \u0645\u0646 \u0627\u0644\u0625\u0644\u0647\u0627\u0645. \u062a\u0633\u062a\u062e\u062f\u0645 \u0643\u0644\u0627 \u0627\u0644\u0645\u0646\u0635\u062a\u064a\u0646 \u062a\u0635\u0645\u064a\u0645\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u0639\u0627\u0644\u0629 \u062a\u0624\u0643\u062f \u0639\u0644\u0649 \u0627\u0644\u0648\u0636\u0648\u062d \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u064a\u062a\u0644\u0642\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0648\u0630\u0627\u062a \u0635\u0644\u0629.<\/p>\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 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0629. \u062a\u0642\u062f\u0645 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062a\u0646\u0648\u0639\u0629. \u062a\u0648\u0641\u0631 \u0645\u0648\u0627\u0642\u0639 \u0645\u062b\u0644 Figma \u0648Sketch \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u0648\u0627\u0644\u0628 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u062a\u0639\u062f\u064a\u0644\u0647\u0627 \u0644\u062a\u0646\u0627\u0633\u0628 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629.<\/p>\n \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0642\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Messenger Bot \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u0647\u064a\u0643\u0644\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0646\u0637\u0642\u064a. \u0644\u0627 \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0642\u0648\u0627\u0644\u0628 \u0627\u0644\u0648\u0642\u062a \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u0636\u0645\u0646 \u0623\u064a\u0636\u064b\u0627 \u0627\u062a\u0628\u0627\u0639 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645.<\/p>\n \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0646\u0647\u062c \u0623\u0643\u062b\u0631 \u0634\u0645\u0648\u0644\u0627\u064b\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 \u0645\u0648\u0627\u0631\u062f \u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0631\u0648\u0628\u0648\u062a Brain Pod AI\u060c \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0645\u0641\u0635\u0644\u0629 \u062d\u0648\u0644 \u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0623\u0648\u0644\u064a\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0642\u0648\u0627\u0644\u0628 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u064a\u0633\u062a \u062c\u0630\u0627\u0628\u0629 \u0628\u0635\u0631\u064a\u064b\u0627 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0623\u064a\u0636\u064b\u0627 \u0648\u0638\u064a\u0641\u064a\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/p>\n<\/span>","protected":false},"excerpt":{"rendered":" Key Takeaways Master the principles of chatbot interface design to create engaging and user-friendly experiences. Implement personalization features to enhance user satisfaction and foster connections. Utilize responsive design to ensure functionality across all devices, improving accessibility. Incorporate rich media elements for more engaging interactions that captivate users. Continuously test and iterate your chatbot based on […]<\/p>\n","protected":false},"author":14928,"featured_media":255231,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-255232","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/255232","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/comments?post=255232"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/255232\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/255231"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=255232"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=255232"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=255232"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\u0643\u064a\u0641 \u062a\u0635\u0646\u0639 \u0648\u0627\u062c\u0647\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629\u061f<\/h2>\n
\u0641\u0647\u0645 \u0645\u0628\u0627\u062f\u0626 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\n
\u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\n
<\/img><\/p>\n\u0645\u0627 \u0647\u0648 \u062a\u0635\u0645\u064a\u0645 \u0646\u0638\u0627\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u061f<\/h2>\n
\n
\u0623\u0647\u0645\u064a\u0629 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0641\u064a \u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\n
\u0643\u064a\u0641 \u062a\u0635\u0645\u0645 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629\u061f<\/h2>\n
\u062e\u0637\u0648\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u062c\u0630\u0627\u0628\u0629 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\n
\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\n
\u0645\u0627 \u0647\u064a \u0623\u0641\u0636\u0644 \u0628\u0646\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629\u061f<\/h2>\n
\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0628\u0646\u0649 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629<\/h3>\n
\n
\u0639\u0648\u0627\u0645\u0644 \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647\u0627 \u0639\u0646\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0628\u0646\u064a\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\n
<\/img><\/p>\nHow to Create a Chatbot Prototype?<\/h2>\n
Step 1: Define the Purpose of Your Chatbot<\/h3>\n
Step 2: Choose the Platform for Deployment<\/h3>\n
Step 3: Select a Chatbot Development Framework<\/h3>\n
Step 4: Design the Conversation Flow<\/h3>\n
Step 5: Implement Natural Language Processing (NLP)<\/h3>\n
Step 6: Test Your Chatbot Thoroughly<\/h3>\n
Step 7: Train Your Chatbot<\/h3>\n
Step 8: Gather User Feedback and Iterate<\/h3>\n
Tools for Chatbot Prototyping and Design<\/h2>\n
\n
Which Framework Can Be Used to Build Conversational Interfaces Like Chatbots?<\/h2>\n
\n
\u0623\u0637\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\n
\u0623\u0645\u062b\u0644\u0629 \u0648\u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h2>\n
\u062a\u062d\u0644\u064a\u0644 \u0623\u0645\u062b\u0644\u0629 \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0646\u0627\u062c\u062d\u0629<\/h3>\n
\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0642\u0648\u0627\u0644\u0628 \u0648\u0645\u0648\u0627\u0631\u062f \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629<\/h3>\n