\u0643\u064a\u0641 \u062a\u0635\u0645\u0645 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629\u061f<\/h2>\n\u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u064a\u062a\u0636\u0645\u0646 \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0639\u062f\u0629 \u062e\u0637\u0648\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0636\u0645\u0627\u0646 \u062a\u0644\u0628\u064a\u062a\u0647 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u064a\u0639\u0645\u0644 \u0628\u0633\u0644\u0627\u0633\u0629. \u0625\u0644\u064a\u0643 \u062f\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u0628\u0646\u0627\u0621 \u0623\u0648\u0644 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062e\u0627\u0635 \u0628\u0643:<\/p>\n
- \n
- \u062d\u062f\u062f \u0627\u0644\u063a\u0631\u0636 \u0648\u0627\u0644\u0623\u0647\u062f\u0627\u0641<\/strong>
\n \u062d\u062f\u062f \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 (\u0645\u062b\u0644 \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0623\u0648 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646\u060c \u0623\u0648 \u0646\u0634\u0631 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a). \u062d\u062f\u062f \u0623\u0647\u062f\u0627\u0641\u064b\u0627 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0642\u064a\u0627\u0633\u060c \u0645\u062b\u0644 \u062a\u062d\u0633\u064a\u0646 \u0648\u0642\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0648 \u0645\u0639\u062f\u0644\u0627\u062a \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.\n <\/li>\n- \u0627\u062e\u062a\u0631 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629<\/strong>
\n \u0627\u062e\u062a\u0631 \u0645\u0646\u0635\u0629 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u062a\u062a\u0645\u0627\u0634\u0649 \u0645\u0639 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0639\u0645\u0644\u0643. \u062a\u0634\u0645\u0644 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631<\/a>, \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 Microsoft Bot<\/a>\u060c \u0648 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a> \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0639\u0644\u0649 Messenger.\n <\/li>\n- \u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>
\n \u0642\u0645 \u0628\u0631\u0633\u0645 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u062a\u062f\u0641\u0642. \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0646\u0648\u0627\u064a\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u0643\u064a\u0641 \u064a\u062c\u0628 \u0623\u0646 \u064a\u0633\u062a\u062c\u064a\u0628 \u0627\u0644\u0631\u0648\u0628\u0648\u062a. \u062f\u0645\u062c \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0644\u062a\u0639\u0632\u064a\u0632 \u0641\u0647\u0645 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.\n <\/li>\n- \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/strong>
\n \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u062e\u062a\u0627\u0631\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u0639\u0627\u062f\u0629\u064b:<\/p>\n- \n
- \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a<\/strong>: \u0627\u0633\u062a\u062e\u062f\u0645 \u0639\u0646\u0648\u0627\u0646 URL \u0644\u0645\u0648\u0642\u0639\u0643 \u0623\u0648 \u062f\u0645\u062c \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u062b\u0644 Facebook Messenger.<\/li>\n
- \u0625\u0639\u062f\u0627\u062f \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>: \u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0644\u063a\u0629\u060c \u0648\u0627\u0644\u0646\u063a\u0645\u0629\u060c \u0648\u0627\u0644\u0634\u062e\u0635\u064a\u0629.<\/li>\n
- \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/strong>: \u0625\u062f\u062e\u0627\u0644 \u062d\u0648\u0627\u0631\u0627\u062a \u0648\u0646\u0645\u0627\u0630\u062c \u0631\u062f\u0648\u062f \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062f\u0642\u0629.<\/li>\n<\/ul>\n<\/li>\n
- \u0627\u062e\u062a\u0628\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643<\/strong>
\n \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 \u0648\u0625\u0635\u0644\u0627\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621. \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0645\u0642\u062f\u0645\u0629 \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0629 \u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0627\u062c\u0645\u0639 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u064a\u0646 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0631\u062f\u0648\u062f \u0648\u062a\u0639\u0632\u064a\u0632 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.\n <\/li>\n- \u062a\u062e\u0635\u064a\u0635 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/strong>
\n \u0635\u0645\u0645 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0644\u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0639\u0644\u0627\u0645\u0629 \u0645\u0648\u0642\u0639\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u0627\u0644\u0623\u0644\u0648\u0627\u0646\u060c \u0648\u0627\u0644\u062e\u0637\u0648\u0637\u060c \u0648\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0623\u0632\u0631\u0627\u0631. \u0642\u0645 \u0628\u0625\u0639\u062f\u0627\u062f \u062a\u062d\u064a\u0627\u062a \u0648\u0631\u062f\u0648\u062f \u062a\u0644\u0642\u0627\u0626\u064a\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.\n <\/li>\n- \u0645\u0639\u0627\u064a\u0646\u0629 \u0648\u0646\u0634\u0631<\/strong>
\n \u0627\u0633\u062a\u0639\u0631\u0636 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0639\u0645\u0644 \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646\u0647 \u064a\u0644\u0628\u064a \u062a\u0648\u0642\u0639\u0627\u062a\u0643. \u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u0639\u062f\u064a\u0644\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629. \u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u062a\u0643\u0648\u0646 \u0631\u0627\u0636\u064a\u064b\u0627\u060c \u0627\u0646\u0634\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0639\u0644\u0649 \u0645\u0648\u0642\u0639\u0643 \u0623\u0648 \u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0627\u0644\u0645\u062e\u062a\u0627\u0631\u0629.\n <\/li>\n- \u0631\u0627\u0642\u0628 \u0648\u062d\u0642\u0642 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0645\u062b\u0644<\/strong>
\n \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0644\u062a\u062a\u0628\u0639 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0623\u062f\u0627\u0621. \u0642\u062f \u062a\u0634\u0645\u0644 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 (KPIs) \u062f\u0631\u062c\u0627\u062a \u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0645\u0639\u062f\u0644\u0627\u062a \u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a. \u0642\u0645 \u0628\u062a\u062d\u062f\u064a\u062b \u0648\u062a\u062f\u0631\u064a\u0628 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \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\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629.\n <\/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 \u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0627 \u064a\u062e\u062f\u0645 \u0641\u0642\u0637 \u0627\u0644\u063a\u0631\u0636 \u0627\u0644\u0645\u0642\u0635\u0648\u062f \u0645\u0646\u0647\u060c \u0628\u0644 \u064a\u0639\u0632\u0632 \u0623\u064a\u0636\u064b\u0627 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0641\u0627\u0639\u0644\u0647. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0646\u0641\u064a\u0630 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0627\u0639\u062a\u0628\u0631 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0646 \u0645\u0624\u0633\u0633\u0629 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062a\u0641\u0627\u0639\u0644<\/a> \u0648\u0623\u062d\u062f\u062b \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0629 \u0641\u064a Revista de Investigaci\u00f3n en Inteligencia Artificial<\/a>.<\/p>\n
\u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0641\u0639\u0627\u0644\u0629<\/h3>\n
\u064a\u0639\u062a\u0645\u062f \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0641\u0639\u0627\u0644 \u0639\u0644\u0649 \u0639\u062f\u0629 \u0639\u0646\u0627\u0635\u0631 \u062d\u0627\u0633\u0645\u0629 \u062a\u0639\u0632\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0631\u0636\u0627\u0647. \u0625\u0644\u064a\u0643 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647\u0627:<\/p>\n
- \n
- \u0646\u0647\u062c \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u062f\u0627\u0626\u0645\u064b\u0627 \u0645\u0627 \u064a\u062c\u0628 \u0623\u0646 \u062a\u0639\u0637\u064a \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0635\u0645\u064a\u0645 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0628\u062f\u064a\u0647\u064a\u0629 \u0648\u062c\u0630\u0627\u0628\u0629. \u0627\u0641\u0647\u0645 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0648\u062a\u0641\u0636\u064a\u0644\u0627\u062a \u062c\u0645\u0647\u0648\u0631\u0643 \u0644\u062a\u062e\u0635\u064a\u0635 \u0631\u062f\u0648\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0648\u0641\u0642\u064b\u0627 \u0644\u0630\u0644\u0643.<\/li>\n
- \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/strong>: \u0646\u0641\u0630 \u062a\u0642\u0646\u064a\u0627\u062a NLP \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0636\u0645\u0627\u0646 \u0642\u062f\u0631\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0639\u0644\u0649 \u0641\u0647\u0645 \u0648\u0627\u0644\u0631\u062f \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062f\u0642\u0629. \u064a\u0639\u0632\u0632 \u0630\u0644\u0643 \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0640 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a>.<\/li>\n
- \u0627\u0644\u062a\u062e\u0635\u064a\u0635<\/strong>: \u0627\u0633\u062a\u062e\u062f\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0645\u062e\u0635\u0635\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u0645\u0646\u0627\u062f\u0627\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0623\u0633\u0645\u0627\u0626\u0647\u0645 \u0623\u0648 \u062a\u0648\u0635\u064a\u0629 \u062e\u062f\u0645\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629.<\/li>\n
- \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0648\u0627\u0636\u062d<\/strong>: \u0635\u0645\u0645 \u062a\u062f\u0641\u0642 \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u0646\u0637\u0642\u064a \u0648\u0645\u0628\u0627\u0634\u0631 \u064a\u0648\u062c\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062e\u0644\u0627\u0644 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a\u0647\u0645 \u062f\u0648\u0646 \u0627\u0631\u062a\u0628\u0627\u0643. \u0627\u0633\u062a\u062e\u062f\u0645 \u0648\u0633\u0627\u0626\u0644 \u0628\u0635\u0631\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a.<\/li>\n
- \u0622\u0644\u064a\u0629 \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629<\/strong>: \u062f\u0645\u062c \u0646\u0638\u0627\u0645 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u0642\u062f\u064a\u0645 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u062d\u0648\u0644 \u062a\u062c\u0631\u0628\u062a\u0647\u0645. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f \u0630\u0644\u0643 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0648\u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631.<\/li>\n
- \u0627\u062e\u062a\u0628\u0627\u0631 \u0642\u0648\u064a<\/strong>: \u0627\u062e\u062a\u0628\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0645\u0639 \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062d\u0642\u064a\u0642\u064a\u064a\u0646 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u062e\u062a\u0628\u0627\u0631 A\/B \u0645\u0641\u064a\u062f\u064b\u0627 \u0623\u064a\u0636\u064b\u0627 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0623\u064a \u0627\u0644\u0631\u062f\u0648\u062f \u062a\u062d\u0642\u0642 \u062a\u0641\u0627\u0639\u0644\u064b\u0627 \u0623\u0641\u0636\u0644.<\/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 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0627 \u064a\u0644\u0628\u064a \u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u0628\u0631\u0632 \u0623\u064a\u0636\u064b\u0627 \u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a \u0644\u0640 \u062a\u0635\u0645\u064a\u0645\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/a>.<\/p>\n
![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/03\/chatbot-design-2285923.png\" "\\"\\"")
<\/img><\/p>\n\u00bfQu\u00e9 tipos de chatbots existen?<\/h2>\n
\u0641\u0647\u0645 \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0641\u0639\u0627\u0644\u064a\u0629 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a>. \u0643\u0644 \u0646\u0648\u0639 \u064a\u062e\u062f\u0645 \u0623\u063a\u0631\u0627\u0636\u064b\u0627 \u0641\u0631\u064a\u062f\u0629 \u0648\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0632\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0625\u0644\u064a\u0643 \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0623\u0631\u0628\u0639\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629:<\/p>\n
\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a<\/h3>\n
1. \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0626\u0645<\/strong>: \u062a\u064f\u0639\u0631\u0641 \u0623\u064a\u0636\u064b\u0627 \u0628\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0632\u0631\u0627\u0631\u060c \u0647\u0630\u0647 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062a\u0648\u062c\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062e\u064a\u0627\u0631\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627. \u0625\u0646\u0647\u0627 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0634\u0627\u0626\u0639\u0629 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u064a\u062e\u062a\u0627\u0631 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u0646 \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0628\u0633\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644.<\/p>\n
2. \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f<\/strong>: \u062a\u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0648\u0641\u0642\u064b\u0627 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629. \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0637\u0627\u0628\u0642\u0629 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0639 \u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0645\u0628\u0631\u0645\u062c\u0629. \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646\u0647\u0627 \u0645\u062d\u062f\u0648\u062f\u0629 \u0641\u064a \u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u0645\u0641\u064a\u062f\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0623\u0648 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0625\u0635\u0644\u0627\u062d\u0647\u0627 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/p>\n
3. \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/strong>: \u062a\u0633\u062a\u062e\u062f\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0641\u0647\u0645 \u0648\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629. \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u0627\u0646\u062e\u0631\u0627\u0637 \u0641\u064a \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0648\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0645\u062e\u0635\u0635\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u0644\u0633\u064a\u0627\u0642\u060c \u062a\u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u062a\u0638\u0647\u0631 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0623\u0646 \u062a\u0642\u0646\u064a\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u062a\u0639\u0632\u0632 \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0646\u0633\u0628\u0629 30% (\u0627\u0644\u0645\u0635\u062f\u0631: Gartner<\/a>).<\/p>\n
4. \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong>: \u062a\u0633\u062a\u0641\u064a\u062f \u0647\u0630\u0647 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a. \u0625\u0646\u0647\u0627 \u062a\u062a\u0643\u064a\u0641 \u0645\u0639 \u0631\u062f\u0648\u062f\u0647\u0627 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u062f\u0642\u062a\u0647\u0627 \u0648\u0645\u0644\u0627\u0621\u0645\u062a\u0647\u0627. \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u0639\u0627\u0644 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u062d\u064a\u062b \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0646\u0648\u0639 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0648\u0641\u0642\u064b\u0627 \u0644\u062a\u0642\u0631\u064a\u0631 \u0645\u0646 \u0645\u0627\u0643\u064a\u0646\u0632\u064a<\/a>, \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0632\u064a\u062f \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0628\u0646\u0633\u0628\u0629 \u062a\u0635\u0644 \u0625\u0644\u0649 50%.<\/p>\n
\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643<\/h3>\n
\u0639\u0646\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0639\u0645\u0644\u0643\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062a\u064a \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0633\u0647\u064a\u0644\u0647\u0627. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0643\u0627\u0646 \u062a\u0631\u0643\u064a\u0632\u0643 \u0639\u0644\u0649 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629\u060c \u0641\u0642\u062f \u064a\u0643\u0648\u0646 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0623\u0648 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0643\u0627\u0641\u064a\u064b\u0627. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627\u060c \u0642\u062f \u064a\u0624\u062f\u064a \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0623\u0648 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0623\u0641\u0636\u0644.<\/p>\n
\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u062f\u0645\u062c \u0642\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/a> \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0628\u0633\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u062f\u064a\u0643 \u0648\u0638\u064a\u0641\u064a\u0629 \u0648\u062c\u0630\u0627\u0628\u0629. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0646\u0648\u0639 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0645\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0631\u0636\u0627\u0647\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/p>\n
\u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0624\u0649 \u062d\u0648\u0644 \u062d\u0644\u0648\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u062a\u062d\u0642\u0642 \u0645\u0646 \u0645\u0642\u0627\u0644\u062a\u0646\u0627 \u062d\u0648\u0644 \u0623\u0641\u0636\u0644 \u062d\u0644\u0648\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/a>.<\/p>\n
\u0643\u0645 \u064a\u0643\u0633\u0628 \u0645\u0635\u0645\u0645\u0648 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u061f<\/h2>\n
\u062a\u062e\u062a\u0644\u0641 \u0631\u0648\u0627\u062a\u0628 \u0645\u0635\u0645\u0645 \u0623\u0648 \u0645\u0637\u0648\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u062e\u0628\u0631\u0629 \u0648\u0627\u0644\u0645\u0648\u0642\u0639 \u0648\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u064a\u062a\u0639\u0627\u0645\u0644\u0648\u0646 \u0645\u0639\u0647\u0627. \u0627\u0639\u062a\u0628\u0627\u0631\u064b\u0627 \u0645\u0646 \u0639\u0627\u0645 2025\u060c \u064a\u064f\u0642\u062f\u0651\u0631 \u0625\u062c\u0645\u0627\u0644\u064a \u0627\u0644\u0623\u062c\u0631 \u0644\u0645\u0637\u0648\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u062d\u0648\u0627\u0644\u064a $87,250 \u0633\u0646\u0648\u064a\u064b\u0627\u060c \u0645\u0639 \u0645\u062a\u0648\u0633\u0637 \u0631\u0627\u062a\u0628 \u0623\u0633\u0627\u0633\u064a \u064a\u0628\u0644\u063a \u062d\u0648\u0627\u0644\u064a $80,605 \u0633\u0646\u0648\u064a\u064b\u0627. \u062a\u0645\u062b\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0631\u0627\u062a\u0628 \u0627\u0644\u0648\u0633\u064a\u0637\u060c \u0627\u0644\u0630\u064a \u062a\u0645 \u0627\u0634\u062a\u0642\u0627\u0642\u0647 \u0645\u0646 \u062a\u062d\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062c\u0645\u0639\u0629 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0625\u0639\u0644\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0648\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646.<\/p>\n
\u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0631\u0648\u0627\u062a\u0628 \u0645\u0635\u0645\u0645\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u062a\u0624\u062b\u0631 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644 \u0639\u0644\u0649 \u0631\u0627\u062a\u0628 \u0645\u0635\u0645\u0645\u064a \u0648\u0645\u0637\u0648\u0631\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629:<\/p>\n
- \n
- \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u0628\u0631\u0629<\/strong>: \u0642\u062f \u062a\u0628\u062f\u0623 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u0629 \u062d\u0648\u0627\u0644\u064a $60,000\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0633\u0628 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0630\u0648\u0648 \u0627\u0644\u062e\u0628\u0631\u0629 \u0623\u0643\u062b\u0631 \u0645\u0646 $120,000 \u0633\u0646\u0648\u064a\u064b\u0627.<\/li>\n
- \u0627\u0644\u0645\u0648\u0642\u0639<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u062a\u0644\u0641 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u062d\u0633\u0628 \u0627\u0644\u0645\u0646\u0637\u0642\u0629\u060c \u062d\u064a\u062b \u062a\u0642\u062f\u0645 \u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u062b\u0644 \u0633\u0627\u0646 \u0641\u0631\u0627\u0646\u0633\u064a\u0633\u0643\u0648 \u0648\u0646\u064a\u0648\u064a\u0648\u0631\u0643 \u062a\u0639\u0648\u064a\u0636\u0627\u062a \u0623\u0639\u0644\u0649 \u0628\u0633\u0628\u0628 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0639\u064a\u0634\u0629 \u0648\u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0627\u0644\u0645\u0647\u0631\u0629.<\/li>\n
- \u0627\u0644\u0635\u0646\u0627\u0639\u0629<\/strong>: \u0642\u062f \u064a\u062d\u0642\u0642 \u0645\u0637\u0648\u0631\u0648 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u0645\u0644\u0648\u0646 \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0623\u0648 \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0631\u0648\u0627\u062a\u0628 \u0623\u0639\u0644\u0649 \u0628\u0633\u0628\u0628 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/li>\n<\/ul>\n
\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0623\u062f\u0649 \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0645\u0635\u0645\u0645\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u0647\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062b\u0631 \u0623\u064a\u0636\u064b\u0627 \u0639\u0644\u0649 \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0631\u0648\u0627\u062a\u0628. \u0648\u0641\u0642\u064b\u0627 \u0644\u0645\u0643\u062a\u0628 \u0625\u062d\u0635\u0627\u0621\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u060c \u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0623\u0646 \u064a\u0646\u0645\u0648 \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0644\u0645\u0637\u0648\u0631\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0645\u0635\u0645\u0645\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0628\u0646\u0633\u0628\u0629 22% \u0645\u0646 2020 \u0625\u0644\u0649 2030\u060c \u0645\u0645\u0627 \u064a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0637\u0644\u0628 \u0642\u0648\u064a \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644.<\/p>\n
\u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0624\u0649 \u0623\u0643\u062b\u0631 \u062a\u0641\u0635\u064a\u0644\u064b\u0627 \u062d\u0648\u0644 \u0627\u0644\u0631\u0648\u0627\u062a\u0628\u060c \u062a\u0648\u0641\u0631 \u0645\u0648\u0627\u0631\u062f \u0645\u062b\u0644 Glassdoor<\/a>, Payscale<\/a>, \u0648 \u0645\u0643\u062a\u0628 \u0625\u062d\u0635\u0627\u0621\u0627\u062a \u0627\u0644\u0639\u0645\u0644<\/a> \u0628\u064a\u0627\u0646\u0627\u062a \u0642\u064a\u0645\u0629 \u0648\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/p>\n
\u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u0624\u062b\u0631\u0629 \u0641\u064a \u0631\u0648\u0627\u062a\u0628 \u0645\u0637\u0648\u0631\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f \u0641\u0647\u0645 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u062a\u064a \u062a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0631\u0648\u0627\u062a\u0628 \u0645\u0637\u0648\u0631\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0627\u0644\u0637\u0645\u0648\u062d\u064a\u0646 \u0641\u064a \u0627\u0644\u062a\u0646\u0642\u0644 \u0641\u064a \u0645\u0633\u0627\u0631\u0627\u062a\u0647\u0645 \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644:<\/p>\n
- \n
- \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062b\u0631 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0641\u064a \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u062b\u0644 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a\u060c \u0623\u0648 \u0623\u0637\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u0643\u0633\u0628.<\/li>\n
- Certifications<\/strong>: Holding certifications in AI or chatbot development can enhance a developer\u2019s credibility and marketability, potentially leading to higher salaries.<\/li>\n
- \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0634\u0631\u0648\u0639<\/strong>: Developers working on more complex projects, such as those involving AI-driven chatbots or integrations with existing systems, may command higher fees.<\/li>\n<\/ul>\n
As the demand for innovative chatbot solutions continues to grow, understanding these factors will be crucial for anyone looking to enter the field. For those interested in exploring chatbot design further, consider checking out \u0645\u064a\u0632\u0627\u062a Messenger Bot<\/a> to see how our platform can enhance your chatbot development journey.<\/p>\n
How to Design UI for Chatbot<\/h2>\n
Designing an effective user interface (UI) for a chatbot is crucial for enhancing user engagement and satisfaction. A well-crafted chatbot UI can significantly influence how users interact with the bot, making it essential to focus on several key principles.<\/p>\n
Principles of Chatbot UI Design<\/h3>\n
To create a compelling chatbot user interface, consider the following principles:<\/p>\n
- \n
- Choose an Appropriate Color Palette<\/strong>: Select a color scheme that aligns with your brand identity and enhances user experience. Research indicates that colors can influence user emotions and behaviors; for instance, blue often conveys trust, while green can signify calmness.<\/li>\n
- Organize Visual Elements<\/strong>: Structure your chatbot interface with clear visual hierarchies. Use consistent iconography and spacing to guide users through the conversation. A well-organized layout reduces cognitive load and improves usability.<\/li>\n
- Utilize Text and Tone of Voice<\/strong>: Craft responses that reflect empathy and understanding. The tone should match the context of the conversation\u2014friendly for casual chats and professional for business inquiries. A conversational tone can enhance user engagement and satisfaction.<\/li>\n
- Leverage User Personas<\/strong>: Develop user personas to tailor the chatbot\u2019s personality and responses. Understanding your target audience allows for more personalized interactions, which can significantly improve user retention and satisfaction.<\/li>\n
- Ensure Smooth Conversation Flow<\/strong>: Design the conversation to be intuitive and natural. Implement quick replies, suggested actions, and fallback options to keep users engaged. Maintaining a seamless flow can reduce user frustration and abandonment rates.<\/li>\n
- \u062f\u0645\u062c \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629<\/strong>: Allow users to provide feedback on their experience. This can be done through simple thumbs up\/down buttons or more detailed surveys. Continuous feedback helps refine the chatbot\u2019s performance and user satisfaction over time.<\/li>\n
- Integrate with Platforms like Messenger<\/strong>: If applicable, consider deploying your chatbot on platforms such as Facebook Messenger. This can enhance accessibility and reach, as Messenger boasts over 1.3 billion monthly users, providing a vast audience for your chatbot.<\/li>\n<\/ol>\n
By implementing these strategies, you can create a user-friendly and effective chatbot UI that enhances user experience and meets business objectives.<\/p>\n
Utilizing Chatbot Design Templates for Efficiency<\/h3>\n
Leveraging chatbot design templates can streamline the design process and ensure consistency across your chatbot interface. Here are some benefits of using chatbot design templates:<\/p>\n
- \n
- \u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0648\u0642\u062a<\/strong>: Templates provide a ready-made structure, allowing you to focus on customizing content rather than starting from scratch.<\/li>\n
- \u0627\u0644\u0627\u062a\u0633\u0627\u0642<\/strong>: Using templates helps maintain a uniform look and feel across different interactions, reinforcing brand identity.<\/li>\n
- \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a<\/strong>: Many templates are designed based on proven best practices in chatbot UI design, ensuring that your bot is user-friendly and effective.<\/li>\n
- Easy Customization<\/strong>: Most templates allow for easy customization, enabling you to adapt the design to fit your specific needs while maintaining a professional appearance.<\/li>\n<\/ul>\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 \u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u064a\u064f\u0646\u0635\u062d \u0628\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0645\u0648\u0627\u0631\u062f \u0648\u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u062a\u0642\u062f\u0645 \u062e\u064a\u0627\u0631\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0639\u0644\u0627\u0645\u062a\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629.<\/p>\n
![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/03\/chatbot-design-2171938-png.avif\" "\\"\\"")
<\/img><\/p>\n\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u062e\u0627\u0635\u0629 \u0628\u064a\u061f<\/h2>\n
\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u062e\u0627\u0635\u0629 \u0628\u0643 \u0647\u0648 \u0645\u0634\u0631\u0648\u0639 \u0645\u0645\u0643\u0646 \u0648\u0645\u062c\u0632\u064d\u060c \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u0645\u0628\u062a\u062f\u0626\u064b\u0627 \u0623\u0648 \u0645\u0637\u0648\u0631\u064b\u0627 \u0630\u0648 \u062e\u0628\u0631\u0629. \u0625\u0644\u064a\u0643 \u062f\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629:<\/p>\n
\u062e\u0637\u0648\u0627\u062a \u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u062e\u0627\u0635\u0629 \u0628\u0643<\/h3>\n
- \n
- \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>\n
- \n
- \u0645\u0646\u0635\u0627\u062a \u0628\u062f\u0648\u0646 \u0623\u0643\u0648\u0627\u062f<\/strong>: \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0641\u062a\u0642\u0631 \u0625\u0644\u0649 \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u062a\u0637\u0644\u0628 \u0628\u0631\u0645\u062c\u0629 \u062a\u062a\u064a\u062d \u0644\u0643 \u062a\u0635\u0645\u064a\u0645 \u0648\u0628\u0646\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0633\u0647\u0648\u0644\u0629. \u062a\u0634\u0645\u0644 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629:\n
- \n
- \u0634\u0627\u062a \u0641\u064a\u0648\u0644<\/strong>: \u0645\u062b\u0627\u0644\u064a \u0644\u062f\u0631\u062f\u0634\u0629 \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0643 \u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u0629 \u0628\u0631\u0645\u062c\u064a\u0629.<\/li>\n
- Botsify<\/strong>: \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0633\u062d\u0628 \u0648\u0625\u0641\u0644\u0627\u062a \u0648\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n
- \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/strong>: \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0648\u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0645\u0627\u0633\u0646\u062c\u0631.<\/li>\n
- Tidio<\/strong>: \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062d\u064a\u0629 \u0648\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0645\u0646\u0627\u0633\u0628 \u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n
- \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/strong>: \u0644\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0645\u064a\u0632\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0641\u0625\u0646 \u062a\u0637\u0648\u064a\u0631 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u062b\u0644 \u0628\u0627\u064a\u062b\u0648\u0646 \u0647\u0648 \u062e\u064a\u0627\u0631 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0628\u064a\u0642. \u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:\n
- \n
- \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/strong>: \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 NLTK \u0648SpaCy \u0623\u0648 Rasa \u0644\u062a\u0645\u0643\u064a\u0646 \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629 \u0645\u0646 \u0641\u0647\u0645 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/li>\n
- \u0627\u0644\u0623\u0637\u0631<\/strong>: \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0637\u0631 \u0645\u062b\u0644 Microsoft Bot Framework \u0623\u0648 Botpress\u060c \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0648\u0645\u0648\u0627\u0631\u062f \u0644\u0628\u0646\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u0645\u062a\u0637\u0648\u0631\u0629.<\/li>\n<\/ul>\n<\/li>\n
- \u062d\u062f\u062f \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643<\/strong>: \u0642\u0628\u0644 \u0627\u0644\u063a\u0648\u0635 \u0641\u064a \u0627\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u062a\u062d\u062f\u064a\u062f \u063a\u0631\u0636 \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629:\n
- \n
- \u0627\u0644\u0648\u0638\u0627\u0626\u0641<\/strong>: \u062d\u062f\u062f \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u064a \u064a\u0646\u0628\u063a\u064a \u0623\u0646 \u062a\u0642\u0648\u0645 \u0628\u0647\u0627 \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629 (\u0645\u062b\u0644 \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646\u060c \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629).<\/li>\n
- \u0627\u0644\u062a\u0643\u0627\u0645\u0644<\/strong>: \u062d\u062f\u062f \u0627\u0644\u0645\u0646\u0635\u0627\u062a (\u0645\u062b\u0644 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u060c \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a) \u0627\u0644\u062a\u064a \u0633\u062a\u0639\u0645\u0644 \u0639\u0644\u064a\u0647\u0627 \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629.<\/li>\n
- \u0627\u0644\u062a\u0639\u0642\u064a\u062f<\/strong>: \u0642\u0645 \u0628\u062a\u0642\u064a\u064a\u0645 \u0645\u062f\u0649 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a\u060c \u0645\u0645\u0627 \u0633\u064a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0627\u062e\u062a\u064a\u0627\u0631\u0643 \u0644\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a.<\/li>\n<\/ul>\n<\/li>\n
- \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631<\/strong>: \u0628\u0645\u062c\u0631\u062f \u0628\u0646\u0627\u0621 \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646\u0647\u0627 \u062a\u0633\u062a\u062c\u064a\u0628 \u0628\u062f\u0642\u0629 \u0648\u0641\u0639\u0627\u0644\u064a\u0629. \u0627\u062c\u0645\u0639 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u062a\u062f\u0631\u064a\u062c\u064a\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n
- \u0645\u0648\u0627\u0631\u062f \u0644\u0644\u062a\u0639\u0644\u0645<\/strong>:\n
- \n
- \u062f\u0648\u0631\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a<\/strong>: \u062a\u0642\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0643\u0648\u0631\u0633\u064a\u0631\u0627 \u0648\u0623\u0648\u062f\u064a\u0645\u064a \u062f\u0648\u0631\u0627\u062a \u062d\u0648\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n
- \u0627\u0644\u062a\u0648\u062b\u064a\u0642<\/strong>: \u0631\u0627\u062c\u0639 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062e\u062a\u0627\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0648\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
\u0623\u062f\u0648\u0627\u062a \u0648\u0645\u0648\u0627\u0631\u062f \u0644\u062a\u0637\u0648\u064a\u0631 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0628\u0646\u0641\u0633\u0643<\/h3>\n
\u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f:<\/p>\n
- \n
- \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong>: \u0627\u0633\u062a\u063a\u0644 \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/a> \u0644\u0625\u0637\u0644\u0627\u0642 \u0645\u0634\u0631\u0648\u0639\u0643. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0642\u0648\u0627\u0644\u0628 \u0627\u0644\u0648\u0642\u062a \u0648\u062a\u0642\u062f\u0645 \u0646\u0647\u062c\u064b\u0627 \u0645\u0646\u0638\u0645\u064b\u0627 \u0644\u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629.<\/li>\n
- \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong>: \u0627\u0633\u062a\u0643\u0634\u0641 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Brain Pod AI<\/a> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0642\u062f\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062f\u0639\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629.<\/li>\n
- \u0645\u0646\u062a\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639<\/strong>: \u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Reddit \u0623\u0648 \u0627\u0644\u0645\u0646\u062a\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0648\u0637\u0644\u0628 \u0627\u0644\u0646\u0635\u064a\u062d\u0629 \u0645\u0646 \u0645\u0637\u0648\u0631\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0630\u0648\u064a \u0627\u0644\u062e\u0628\u0631\u0629.<\/li>\n
- \u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u0648\u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629<\/strong>: \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0646 \u0645\u0648\u0627\u0642\u0639 \u0645\u0648\u062b\u0648\u0642\u0629 \u0645\u062b\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u0646 IBM<\/a> \u0648 Dialogflow \u0645\u0646 Google<\/a> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u062f\u0644\u0629 \u0634\u0627\u0645\u0644\u0629 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a.<\/li>\n<\/ul>\n
\u0645\u0627 \u0647\u064a \u062a\u0643\u0644\u0641\u0629 \u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629\u061f<\/h2>\n
\u0641\u0647\u0645 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u062d\u064a\u0648\u064a \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0639\u0649 \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0648\u0627\u0635\u0644\u0647\u0627 \u0627\u0644\u0631\u0642\u0645\u064a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u062a\u0644\u0641 \u0627\u0644\u0646\u0641\u0642\u0627\u062a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u0639\u0642\u064a\u062f\u060c \u0648\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0646\u0635\u0629\u060c \u0648\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629. \u0625\u0644\u064a\u0643 \u062a\u062d\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629.<\/p>\n
\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u062a\u0643\u0644\u0641\u0629 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629: \u062f\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u0648\u0636\u0639 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/p>\n
- \n
- \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u062a\u0637\u0648\u064a\u0631<\/strong>: \u062a\u062e\u062a\u0644\u0641 \u062a\u0643\u0644\u0641\u0629 \u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0639\u0642\u064a\u062f\u0647. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0631\u0627\u0648\u062d \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0630\u0627\u062a \u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0628\u064a\u0646 $3,000 \u0625\u0644\u0649 $10,000\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0631\u0627\u0648\u062d \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u064a\u0646 $30,000 \u0648$100,000 \u0623\u0648 \u0623\u0643\u062b\u0631.<\/li>\n
- \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0646\u0635\u0629<\/strong>: \u064a\u0624\u062b\u0631 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0646\u0635\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0642\u062f \u064a\u0643\u0648\u0646 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0639\u0644\u0649 Facebook \u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0628\u0633\u0628\u0628 \u0627\u0644\u0623\u0637\u0631 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u0642\u062f \u062a\u062a\u0643\u0628\u062f \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0648\u064a\u0628 \u0623\u0648 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0646\u0641\u0642\u0627\u062a \u0623\u0639\u0644\u0649.<\/li>\n
- \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0648\u0627\u0644\u0648\u0638\u0627\u0626\u0641<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0632\u064a\u062f \u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0636\u0645\u064a\u0646 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0642\u062f \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u0642\u0637 \u0623\u0633\u0626\u0644\u0629 \u0634\u0627\u0626\u0639\u0629 \u0628\u0633\u064a\u0637\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u064a\u0632\u0627\u062a \u0645\u062b\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0648\u0627\u0644\u0645\u0635\u0627\u062f\u0642\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u0631\u0641\u0639 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0625\u0644\u0649 $50,000 \u0623\u0648 \u0623\u0643\u062b\u0631.<\/li>\n
- \u0641\u0631\u064a\u0642 \u0627\u0644\u062a\u0637\u0648\u064a\u0631<\/strong>: \u0642\u062f \u062a\u062a\u0631\u0627\u0648\u062d \u062a\u0643\u0644\u0641\u0629 \u062a\u0648\u0638\u064a\u0641 \u0645\u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u0644 \u0628\u064a\u0646 $25 \u0625\u0644\u0649 $150 \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u0642\u062f \u062a\u062a\u0642\u0627\u0636\u0649 \u0648\u0643\u0627\u0644\u0629 \u062a\u0637\u0648\u064a\u0631 \u0645\u062e\u0635\u0635\u0629 $100 \u0625\u0644\u0649 $250 \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629. \u0633\u062a\u0639\u062a\u0645\u062f \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0639\u0644\u0649 \u062e\u0628\u0631\u0629 \u0627\u0644\u0641\u0631\u064a\u0642 \u0648\u0645\u0648\u0642\u0639\u0647.<\/li>\n
- \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a<\/strong>: \u064a\u062c\u0628 \u0623\u064a\u0636\u064b\u0627 \u0623\u062e\u0630 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0644\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0648\u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0631\u0627\u0648\u062d \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0633\u0646\u0648\u064a\u0629 \u0628\u064a\u0646 15% \u0625\u0644\u0649 20% \u0645\u0646 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0623\u0648\u0644\u064a\u0629.<\/li>\n
- \u062a\u0635\u0645\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645<\/strong>: \u064a\u0639\u062f \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 (UX) \u0623\u0645\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062d\u0633\u0646 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u0635\u0645\u0645 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f \u0645\u0646 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0631\u0636\u0627\u0647\u060c \u0645\u0645\u0627 \u0642\u062f \u064a\u0632\u064a\u062f \u0645\u0646 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0628\u0646\u0633\u0628\u0629 20% \u0625\u0644\u0649 30%.<\/li>\n
- \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0633\u0648\u0642<\/strong>: \u0648\u0641\u0642\u064b\u0627 \u0644\u062a\u0642\u0631\u064a\u0631 \u0645\u0646 Grand View Research\u060c \u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0623\u0646 \u064a\u0635\u0644 \u0633\u0648\u0642 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 \u0625\u0644\u0649 $1.34 \u0645\u0644\u064a\u0627\u0631 \u0628\u062d\u0644\u0648\u0644 \u0639\u0627\u0645 2024\u060c \u0645\u0645\u0627 \u064a\u0634\u064a\u0631 \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u062d\u0644\u0648\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0628\u0642\u0627\u0621 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0641\u064a \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644.<\/li>\n<\/ol>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0641\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u0639\u0648\u0627\u0645\u0644\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u064a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u064a\u0639\u0632\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u0641\u0643\u0627\u0631\u060c \u0631\u0627\u062c\u0639 \u0645\u0635\u0627\u062f\u0631 \u0645\u062b\u0644 \u0647\u0627\u0631\u0641\u0627\u0631\u062f \u0628\u064a\u0632\u0646\u0633 \u0631\u064a\u0641\u064a\u0648<\/a> \u0648 Forrester Research<\/a>, \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0645\u0639\u0645\u0642\u0629 \u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629.<\/p>\n
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- \n
- \u062d\u062f\u062f \u0623\u0647\u062f\u0627\u0641\u0643<\/strong>: \u062d\u062f\u062f \u0628\u0648\u0636\u0648\u062d \u0645\u0627 \u062a\u0631\u064a\u062f \u0623\u0646 \u064a\u062d\u0642\u0642\u0647 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0633\u064a\u0633\u0627\u0639\u062f\u0643 \u0630\u0644\u0643 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0648\u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0644\u0627\u0632\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0648\u062c\u0647 \u062a\u062e\u0635\u064a\u0635 \u0645\u064a\u0632\u0627\u0646\u064a\u062a\u0643.<\/li>\n
- \u0627\u0628\u062d\u062b \u0639\u0646 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631<\/strong>: \u0642\u0627\u0631\u0646 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0628\u064a\u0646 \u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u064a\u0646\u060c \u0627\u0644\u0648\u0643\u0627\u0644\u0627\u062a\u060c \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u062a\u0642\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Brain Pod AI<\/a> \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641.<\/li>\n
- \u062e\u0637\u0637 \u0644\u0644\u062a\u0648\u0633\u0639<\/strong>: \u0645\u0639 \u0646\u0645\u0648 \u0639\u0645\u0644\u0643\u060c \u0642\u062f \u064a\u062d\u062a\u0627\u062c \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0625\u0644\u0649 \u0627\u0644\u062a\u0637\u0648\u0631. \u062e\u0635\u0635 \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0644\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0648\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u0636\u0645\u0627\u0646 \u0628\u0642\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0641\u0639\u0627\u0644\u0627\u064b.<\/li>\n
- \u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u062a\u0639\u062f\u064a\u0644<\/strong>: \u0628\u0639\u062f \u0627\u0644\u0646\u0634\u0631\u060c \u0631\u0627\u0642\u0628 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0623\u062f\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u062e\u0635\u0635 \u0623\u0645\u0648\u0627\u0644\u064b\u0627 \u0644\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<\/ul>\n
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\u062a\u062d\u0644\u064a\u0644 \u0623\u0641\u0636\u0644 \u062a\u0635\u0627\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0625\u0644\u0647\u0627\u0645<\/h3>\n
\u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0645\u064a\u0632\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0623\u0641\u0636\u0644 \u062a\u0635\u0645\u064a\u0645\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/a>. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0645\u0644\u062d\u0648\u0638\u0629:<\/p>\n
- \n
- \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629:<\/strong> \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u0645\u0646 \u0622\u064a \u0628\u064a \u0625\u0645<\/a> \u0648 Zendesk<\/a> \u062a\u0648\u0644\u064a \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0648\u0627\u062c\u0647\u0627\u062a \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u064a \u062a\u0648\u062c\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0633\u0644\u0627\u0633\u0629 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a.<\/li>\n
- \u0627\u0644\u062a\u062e\u0635\u064a\u0635:<\/strong> \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0646\u0627\u062c\u062d\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644, \u062a\u062a\u0643\u064a\u0641 \u062f\u0631\u062f\u0634\u0629 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0627\u0644\u0622\u0644\u064a\u0629<\/a> \u0645\u0639 \u0627\u0644\u0631\u062f\u0648\u062f \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n
- \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a:<\/strong> \u062a\u062f\u0639\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u0644\u063a\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u0645\u0646 \u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631<\/a>, \u062c\u0645\u0647\u0648\u0631\u064b\u0627 \u0639\u0627\u0644\u0645\u064a\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u0643\u062b\u0631 \u0633\u0647\u0648\u0644\u0629.<\/li>\n<\/ul>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0631\u0627\u0633\u0629 \u0647\u0630\u0647 \u0627\u0644\u0623\u0645\u062b\u0644\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u0644\u0647\u0627\u0645 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0644\u062a\u0635\u0645\u064a\u0645\u0643 \u0627\u0644\u062e\u0627\u0635 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/strong>, \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0635\u0648\u062a \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u062a\u0645\u0627\u0633\u0643.<\/p>\n
\u062a\u0646\u0641\u064a\u0630 \u0623\u0646\u0645\u0627\u0637 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0646\u062c\u0627\u062d<\/h3>\n
\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0632\u0632 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0646\u0645\u0627\u0637 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong> \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0641\u0639\u0627\u0644\u064a\u0629 \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \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\u0631\u062f\u0648\u062f \u0627\u0644\u0633\u0631\u064a\u0639\u0629:<\/strong> \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u062a\u0646\u0641\u064a\u0630 \u0623\u0632\u0631\u0627\u0631 \u0627\u0644\u0631\u062f \u0627\u0644\u0633\u0631\u064a\u0639 \u0625\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u0644\u0631\u062f \u0628\u0646\u0642\u0631\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u0648\u0647\u0648 \u0641\u0639\u0627\u0644 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629.<\/li>\n
- Conciencia Contextual:<\/strong> \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629 \u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u0630\u0643\u0631 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0630\u0627\u062a \u0635\u0644\u0629 \u0633\u064a\u0627\u0642\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0639\u0627\u0645\u0629.<\/li>\n
- \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0637\u0648\u0627\u0631\u0626:<\/strong> \u062a\u0623\u0643\u062f \u062f\u0627\u0626\u0645\u064b\u0627 \u0645\u0646 \u062a\u0636\u0645\u064a\u0646 \u062e\u064a\u0627\u0631\u0627\u062a \u0628\u062f\u064a\u0644\u0629 \u0639\u0646\u062f\u0645\u0627 \u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0641\u0647\u0645 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0647\u0630\u0627 \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u062f\u0639\u0648\u0629 \u0644\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0648\u0643\u064a\u0644 \u0628\u0634\u0631\u064a \u0623\u0648 \u0642\u0627\u0626\u0645\u0629 \u0628\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629.<\/li>\n<\/ul>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0635\u0645\u064a\u0645\u064a\u0629 \u0641\u064a \u0648\u0627\u062c\u0647\u0629 \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/strong>, \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0631\u0628\u0629 \u0623\u0643\u062b\u0631 \u0628\u062f\u064a\u0647\u064a\u0629 \u0648\u062c\u0627\u0630\u0628\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/a> \u0625\u0644\u0649 \u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629.<\/p>\n<\/span>","protected":false},"excerpt":{"rendered":"
In today’s digital landscape, mastering chatbot design is essential for developers looking to create engaging and effective user experiences. This article will guide you through the fundamental steps of designing a chatbot, exploring key elements that contribute to an effective chatbot user interface (UI) and the various types of chatbots available. We will also delve […]<\/p>\n","protected":false},"author":14928,"featured_media":254202,"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-254203","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\/254203","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=254203"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/254203\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/254202"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=254203"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=254203"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=254203"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
- Conciencia Contextual:<\/strong> \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629 \u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u0630\u0643\u0631 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0630\u0627\u062a \u0635\u0644\u0629 \u0633\u064a\u0627\u0642\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0639\u0627\u0645\u0629.<\/li>\n
- \u0627\u0644\u062a\u062e\u0635\u064a\u0635:<\/strong> \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0646\u0627\u062c\u062d\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644, \u062a\u062a\u0643\u064a\u0641 \u062f\u0631\u062f\u0634\u0629 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0627\u0644\u0622\u0644\u064a\u0629<\/a> \u0645\u0639 \u0627\u0644\u0631\u062f\u0648\u062f \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n
- \u0627\u0628\u062d\u062b \u0639\u0646 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631<\/strong>: \u0642\u0627\u0631\u0646 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0628\u064a\u0646 \u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u064a\u0646\u060c \u0627\u0644\u0648\u0643\u0627\u0644\u0627\u062a\u060c \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0648\u0627\u0644\u0628 \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u062a\u0642\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Brain Pod AI<\/a> \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641.<\/li>\n
- \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0646\u0635\u0629<\/strong>: \u064a\u0624\u062b\u0631 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0646\u0635\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0642\u062f \u064a\u0643\u0648\u0646 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0639\u0644\u0649 Facebook \u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0628\u0633\u0628\u0628 \u0627\u0644\u0623\u0637\u0631 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u0642\u062f \u062a\u062a\u0643\u0628\u062f \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0648\u064a\u0628 \u0623\u0648 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629 \u0646\u0641\u0642\u0627\u062a \u0623\u0639\u0644\u0649.<\/li>\n
- \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong>: \u0627\u0633\u062a\u0643\u0634\u0641 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Brain Pod AI<\/a> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0642\u062f\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062f\u0639\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629.<\/li>\n
- \u0627\u0644\u062a\u0648\u062b\u064a\u0642<\/strong>: \u0631\u0627\u062c\u0639 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062e\u062a\u0627\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0648\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
- \u0627\u0644\u062a\u0643\u0627\u0645\u0644<\/strong>: \u062d\u062f\u062f \u0627\u0644\u0645\u0646\u0635\u0627\u062a (\u0645\u062b\u0644 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u060c \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a) \u0627\u0644\u062a\u064a \u0633\u062a\u0639\u0645\u0644 \u0639\u0644\u064a\u0647\u0627 \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629.<\/li>\n
- \u0627\u0644\u0623\u0637\u0631<\/strong>: \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0637\u0631 \u0645\u062b\u0644 Microsoft Bot Framework \u0623\u0648 Botpress\u060c \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0648\u0645\u0648\u0627\u0631\u062f \u0644\u0628\u0646\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u0645\u062a\u0637\u0648\u0631\u0629.<\/li>\n<\/ul>\n<\/li>\n
- Botsify<\/strong>: \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0633\u062d\u0628 \u0648\u0625\u0641\u0644\u0627\u062a \u0648\u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n
- \u0634\u0627\u062a \u0641\u064a\u0648\u0644<\/strong>: \u0645\u062b\u0627\u0644\u064a \u0644\u062f\u0631\u062f\u0634\u0629 \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0643 \u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u0629 \u0628\u0631\u0645\u062c\u064a\u0629.<\/li>\n
- \u0645\u0646\u0635\u0627\u062a \u0628\u062f\u0648\u0646 \u0623\u0643\u0648\u0627\u062f<\/strong>: \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0641\u062a\u0642\u0631 \u0625\u0644\u0649 \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u062a\u0637\u0644\u0628 \u0628\u0631\u0645\u062c\u0629 \u062a\u062a\u064a\u062d \u0644\u0643 \u062a\u0635\u0645\u064a\u0645 \u0648\u0628\u0646\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0633\u0647\u0648\u0644\u0629. \u062a\u0634\u0645\u0644 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629:\n
- \u0627\u0644\u0627\u062a\u0633\u0627\u0642<\/strong>: Using templates helps maintain a uniform look and feel across different interactions, reinforcing brand identity.<\/li>\n
- Organize Visual Elements<\/strong>: Structure your chatbot interface with clear visual hierarchies. Use consistent iconography and spacing to guide users through the conversation. A well-organized layout reduces cognitive load and improves usability.<\/li>\n
- Certifications<\/strong>: Holding certifications in AI or chatbot development can enhance a developer\u2019s credibility and marketability, potentially leading to higher salaries.<\/li>\n
- \u0627\u0644\u0645\u0648\u0642\u0639<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u062a\u0644\u0641 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u062d\u0633\u0628 \u0627\u0644\u0645\u0646\u0637\u0642\u0629\u060c \u062d\u064a\u062b \u062a\u0642\u062f\u0645 \u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u062b\u0644 \u0633\u0627\u0646 \u0641\u0631\u0627\u0646\u0633\u064a\u0633\u0643\u0648 \u0648\u0646\u064a\u0648\u064a\u0648\u0631\u0643 \u062a\u0639\u0648\u064a\u0636\u0627\u062a \u0623\u0639\u0644\u0649 \u0628\u0633\u0628\u0628 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0639\u064a\u0634\u0629 \u0648\u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0627\u0644\u0645\u0647\u0631\u0629.<\/li>\n
- \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/strong>: \u0646\u0641\u0630 \u062a\u0642\u0646\u064a\u0627\u062a NLP \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0636\u0645\u0627\u0646 \u0642\u062f\u0631\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0639\u0644\u0649 \u0641\u0647\u0645 \u0648\u0627\u0644\u0631\u062f \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u062f\u0642\u0629. \u064a\u0639\u0632\u0632 \u0630\u0644\u0643 \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0640 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a>.<\/li>\n
- \u0625\u0639\u062f\u0627\u062f \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>: \u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0644\u063a\u0629\u060c \u0648\u0627\u0644\u0646\u063a\u0645\u0629\u060c \u0648\u0627\u0644\u0634\u062e\u0635\u064a\u0629.<\/li>\n
- \u0627\u062e\u062a\u0631 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629<\/strong>