\u0645\u0627 \u0647\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u061f<\/h3>\n
\u064a\u0634\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0625\u0644\u0649 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0645\u0643\u0646 \u0627\u0644\u062d\u0648\u0627\u0633\u064a\u0628 \u0645\u0646 \u0641\u0647\u0645 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u0627\u0644\u0631\u062f \u0639\u0644\u0649 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0628\u0637\u0631\u064a\u0642\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0630\u0627\u062a \u0645\u063a\u0632\u0649. \u0625\u0646\u0647 \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u062f\u0627\u0641\u0639\u0629 \u0648\u0631\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0645\u0643\u0646\u0647\u0645 \u0627\u0644\u0627\u0646\u062e\u0631\u0627\u0637 \u0641\u064a \u062d\u0648\u0627\u0631 \u064a\u0634\u0628\u0647 \u0627\u0644\u0625\u0646\u0633\u0627\u0646\u060c \u0648\u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0634\u062e\u0635\u064a\u0629.<\/p>\n
\u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f\u060c \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0644\u062a\u062d\u0633\u064a\u0646 \u0641\u0647\u0645\u0647 \u0648\u0631\u062f\u0648\u062f\u0647 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631. \u062a\u062a\u064a\u062d \u0647\u0630\u0647 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0648\u0648\u0639\u064a\u064b\u0627 \u0628\u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0644\u0627 \u062a\u0642\u062f\u0631 \u0628\u062b\u0645\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0639\u0649 \u0644\u062a\u0639\u0632\u064a\u0632 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u0627\u0639\u0644.<\/p>\n
\u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/h3>\n
\u0644\u062a\u0642\u062f\u064a\u0645 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0641\u0639\u0627\u0644\u0629 \u0648\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u062a\u0639\u062a\u0645\u062f \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0639\u0644\u0649 \u0639\u062f\u0629 \u0645\u0643\u0648\u0646\u0627\u062a \u062d\u0627\u0633\u0645\u0629:<\/p>\n
- \n
- \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP):<\/strong> \u064a\u0645\u0643\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u0643\u0648\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0641\u0647\u0645 \u0648\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0641\u0631\u0648\u0642 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0648\u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u0627\u0644\u0646\u0648\u0627\u064a\u0627.<\/li>\n
- \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a:<\/strong> \u064a\u062a\u064a\u062d \u0644\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0648\u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f\u0647 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u0645\u062a\u0643\u064a\u0641\u064b\u0627 \u0645\u0639 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0648\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u062c\u062f\u064a\u062f\u0629.<\/li>\n
- \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0648\u0627\u0631:<\/strong> \u064a\u062f\u064a\u0631 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0631\u062f\u0648\u062f\u064b\u0627 \u0645\u062a\u0645\u0627\u0633\u0643\u0629 \u0648\u0645\u0644\u0627\u0626\u0645\u0629 \u0644\u0644\u0633\u064a\u0627\u0642.<\/li>\n
- \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLG):<\/strong> \u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u0635\u064a\u0627\u063a\u0629 \u0631\u062f\u0648\u062f \u062a\u0634\u0628\u0647 \u0627\u0644\u0625\u0646\u0633\u0627\u0646 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629.<\/li>\n
- \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644:<\/strong> \u064a\u0645\u0643\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0628\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0648\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u0642\u062f\u064a\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0648\u062f\u0642\u064a\u0642\u0629.<\/li>\n<\/ul>\n
\u0641\u064a \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a>, \u0644\u0642\u062f \u062f\u0645\u062c\u0646\u0627 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0641\u064a \u0645\u0646\u0635\u062a\u0646\u0627\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062a\u0637\u0648\u0631\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\u0639\u0642\u062f\u0629 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u062c\u0631\u0628\u0629 \u062f\u0639\u0645 \u0639\u0644\u0627\u0645\u062a\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0645\u0633\u0627\u0639\u062f\u0629 \u0633\u0631\u064a\u0639\u0629 \u0648\u062f\u0642\u064a\u0642\u0629 \u0648\u0634\u062e\u0635\u064a\u0629 \u0644\u0639\u0645\u0644\u0627\u0626\u0643.<\/p>\n
\u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0641\u0639\u0627\u0644\u060c \u062a\u062d\u0642\u0642 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a \u0645\u0646 Brain Pod AI<\/a> \u0623\u064a\u0636\u064b\u0627 \u062a\u0642\u062f\u0645 \u062e\u0637\u0648\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u062d\u064a\u062b \u062a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644\u064b\u0627 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0639 \u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a. \u062a\u0635\u0628\u062d \u062f\u0645\u062c \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0645\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u0627\u0644\u0628\u0642\u0627\u0621 \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u064a\u0648\u0645.<\/p>\n
![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2024\/09\/conversational-ai-2481185.png\" "\\"\\"")
<\/img> <\/p>\n\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629<\/h2>\n
\u0628\u064a\u0646\u0645\u0627 \u0646\u062a\u0639\u0645\u0642 \u0623\u0643\u062b\u0631 \u0641\u064a \u0639\u0627\u0644\u0645 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0641\u0647\u0645 \u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0628\u064a\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0648\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629. \u0628\u064a\u0646\u0645\u0627 \u064a\u0647\u062f\u0641 \u0643\u0644\u0627\u0647\u0645\u0627 \u0625\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0645\u0627 \u064a\u062e\u062a\u0644\u0641\u0627\u0646 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u0642\u062f\u0631\u0627\u062a\u0647\u0645\u0627 \u0648\u0646\u0647\u062c\u0647\u0645\u0627.<\/p>\n
\u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u061f<\/h3>\n
\u064a\u0643\u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0641\u064a \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0648\u0627\u0644\u0630\u0643\u0627\u0621. \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0647\u064a \u0623\u0646\u0638\u0645\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u062a\u062a\u0628\u0639 \u0646\u0635\u0648\u0635\u064b\u0627 \u0645\u0633\u0628\u0642\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0644\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. \u0625\u0646\u0647\u0627 \u0645\u062d\u062f\u0648\u062f\u0629 \u0628\u0645\u062c\u0645\u0648\u0639\u0629 \u062b\u0627\u0628\u062a\u0629 \u0645\u0646 \u0627\u0644\u0631\u062f\u0648\u062f \u0648\u0644\u0627 \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0625\u0644\u0627 \u0645\u0639 \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0628\u0633\u064a\u0637\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0642\u0639.<\/p>\n
\u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0623\u062e\u0631\u0649\u060c \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 (NLP) \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0641\u0647\u0645 \u0648\u0627\u0644\u0631\u062f \u0639\u0644\u0649 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u0637\u0628\u064a\u0639\u064a\u0629. \u064a\u0633\u062a\u062e\u062f\u0645 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a> \u0647\u0630\u0647 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0644\u062a\u0648\u0641\u064a\u0631 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0648\u0648\u0639\u064a\u064b\u0627 \u0628\u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0645\u062a\u0643\u064a\u0641\u064b\u0627 \u0645\u0639 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0648\u064a\u062a\u0639\u0644\u0645 \u0645\u0646 \u0643\u0644 \u0645\u062d\u0627\u062f\u062b\u0629.<\/p>\n
\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0639\u0644\u0649 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/h3>\n
\u064a\u0642\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0639\u062f\u0629 \u0645\u0632\u0627\u064a\u0627 \u0631\u0626\u064a\u0633\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629:<\/p>\n
- \n
- \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629:<\/strong> \u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u062c\u0645\u0644 \u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0648\u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0648\u062d\u062a\u0649 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0634\u0627\u0639\u0631\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0623\u0643\u062b\u0631 \u0634\u0628\u0647\u064b\u0627 \u0628\u0627\u0644\u0625\u0646\u0633\u0627\u0646.<\/li>\n
- \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u0643\u064a\u0641:<\/strong> \u0646\u0638\u0627\u0645\u0646\u0627 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u062a\u0639\u0644\u0645 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u0631\u062f\u0648\u062f\u0647 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a \u0648\u064a\u062a\u0643\u064a\u0641 \u0645\u0639 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u062c\u062f\u064a\u062f\u0629.<\/li>\n
- \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u062f\u0648\u0627\u0631:<\/strong> \u064a\u0645\u0643\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0627\u0642 \u0637\u0648\u0627\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0645\u0646 \u062a\u0628\u0627\u062f\u0644 \u0623\u0643\u062b\u0631 \u062a\u0645\u0627\u0633\u0643\u064b\u0627 \u0648\u0630\u0627\u062a \u0645\u063a\u0632\u0649.<\/li>\n
- \u0627\u0644\u062a\u062e\u0635\u064a\u0635:<\/strong> \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0648\u062a\u0648\u0635\u064a\u0627\u062a \u0645\u062e\u0635\u0635\u0629.<\/li>\n<\/ol>\n
\u062a\u062c\u0639\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0623\u062f\u0627\u0629 \u0642\u0648\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u062a\u062c\u0631\u0628\u0629 \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/a>. \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631<\/a> \u062a\u0642\u062f\u0645 \u0642\u062f\u0631\u0627\u062a \u0642\u0648\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u064a\u0648\u0641\u0631 \u0628\u0648\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0644\u062f\u064a\u0646\u0627 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0647\u0644\u0629 \u062a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0639\u0644\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u062c\u0645\u064a\u0639 \u0627\u0644\u0623\u062d\u062c\u0627\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0642\u062f\u064a\u0645 \u062e\u062f\u0645\u0629 \u0639\u0645\u0644\u0627\u0621 \u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629 \u0648\u062f\u0642\u0629 \u0648\u0634\u062e\u0635\u064a\u0629\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 \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0648\u0644\u0627\u0626\u0647\u0645. \u0628\u064a\u0646\u0645\u0627 \u0646\u0633\u062a\u0645\u0631 \u0641\u064a \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0633\u064a\u062a\u0633\u0639 \u0627\u0644\u0641\u062c\u0648\u0629 \u0628\u064a\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0639\u0644\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u062a\u0628\u0646\u064a \u0647\u0630\u0647 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627.<\/p>\n
\u0623\u0641\u0636\u0644 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/h2>\n
\u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u062d\u0644\u0648\u0644 \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0641\u0639\u0627\u0644\u0629\u060c \u062a\u062a\u062c\u0647 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0625\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644\u0627\u062a\u0647\u0627 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u0641\u064a \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a>, \u0634\u0647\u062f\u0646\u0627 \u0639\u0646 \u0643\u062b\u0628 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0623\u0646 \u062a\u062d\u062f\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u062f\u0639\u0648\u0646\u0627 \u0646\u0633\u062a\u0643\u0634\u0641 \u0628\u0639\u0636 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0648\u0643\u064a\u0641 \u062a\u062a\u0641\u0648\u0642.<\/p>\n
\u0645\u0627 \u0647\u0648 \u0623\u0641\u0636\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062d\u0627\u062f\u062b\u0629\u061f<\/h3>\n
\u062a\u062d\u062f\u064a\u062f \u0645\u0646\u0635\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \"\u0627\u0644\u0623\u0641\u0636\u0644\" \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0648\u0644\u0643\u0646 \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0628\u0631\u0632 \u0628\u0641\u0636\u0644 \u0645\u064a\u0632\u0627\u062a\u0647\u0627 \u0627\u0644\u0642\u0648\u064a\u0629 \u0648\u0623\u062f\u0627\u0626\u0647\u0627:<\/p>\n
- \n
- \u0628\u0648\u062a \u0627\u0644\u0631\u0633\u0648\u0644:<\/strong> \u062a\u062a\u0641\u0648\u0642 \u0645\u0646\u0635\u062a\u0646\u0627 \u0641\u064a \u062a\u0642\u062f\u064a\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0634\u0627\u0645\u0644\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0648\u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/a>.<\/li>\n
- IBM Watson Assistant:<\/strong> \u0645\u0639\u0631\u0648\u0641\u0629 \u0628\u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u062a\u0643\u0627\u0645\u0644\u0647\u0627 \u0645\u0639 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0627\u0644\u0623\u0648\u0633\u0639 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 IBM.<\/li>\n
- Google Dialogflow:<\/strong> \u062a\u0642\u062f\u0645 \u0641\u0647\u0645\u064b\u0627 \u0642\u0648\u064a\u064b\u0627 \u0644\u0644\u063a\u0629 \u0648\u062a\u0643\u0627\u0645\u0644 \u0633\u0644\u0633 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a Google Cloud.<\/li>\n
- Amazon Lex:<\/strong> \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0646\u0641\u0633 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 Alexa\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0648\u0638\u0627\u0626\u0641 \u0642\u0648\u064a\u0629 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0648\u0627\u0644\u0646\u0635\u064a\u0629.<\/li>\n
- Microsoft Copilot:<\/a><\/strong> \u062a\u062f\u0645\u062c \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0628\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Microsoft 365\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0648\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n<\/ul>\n
\u062a\u0642\u062f\u0645 \u0643\u0644 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0646\u0642\u0627\u0637 \u0642\u0648\u0629 \u0641\u0631\u064a\u062f\u0629\u060c \u0644\u0643\u0646\u0646\u0627 \u0641\u062e\u0648\u0631\u0648\u0646 \u0628\u0627\u0644\u0642\u0648\u0644 \u0625\u0646 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a> \u064a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0647\u0644\u0629 \u0648\u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u062a\u0639\u0632\u064a\u0632 \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n
\u062a\u0642\u064a\u064a\u0645 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0644\u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/h3>\n
\u0639\u0646\u062f \u062a\u0642\u064a\u064a\u0645 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0644\u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n
- \n
- \u0642\u062f\u0631\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP):<\/strong> \u0627\u0628\u062d\u062b \u0639\u0646 \u0645\u0646\u0635\u0627\u062a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0636\u0645\u0627\u0646 \u0641\u0647\u0645 \u062f\u0642\u064a\u0642 \u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n
- \u0627\u0644\u062f\u0639\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a:<\/strong> \u0641\u064a \u0639\u0627\u0644\u0645\u0646\u0627 \u0627\u0644\u0645\u0639\u0648\u0644\u0645\u060c \u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0628\u0639\u062f\u0629 \u0644\u063a\u0627\u062a \u0623\u0645\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0645\u0646\u0635\u0627\u062a\u0646\u0627 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0644\u062f\u064a\u0646\u0627<\/a> \u0644\u062a\u062d\u0637\u064a\u0645 \u0627\u0644\u062d\u0648\u0627\u062c\u0632 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/li>\n
- \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644:<\/strong> \u064a\u062c\u0628 \u0623\u0646 \u062a\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0645\u0646\u0635\u0629 \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0623\u0646\u0638\u0645\u062a\u0643 \u0648\u0642\u0646\u0648\u0627\u062a\u0643 \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/li>\n
- \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062e\u0635\u064a\u0635:<\/strong> \u0627\u0628\u062d\u062b \u0639\u0646 \u0645\u0646\u0635\u0627\u062a \u062a\u0633\u0645\u062d \u0644\u0643 \u0628\u062a\u062e\u0635\u064a\u0635 \u0631\u062f\u0648\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0635\u0648\u062a \u0639\u0644\u0627\u0645\u062a\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629.<\/li>\n
- \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631:<\/strong> \u062a\u0633\u0627\u0639\u062f \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0642\u0648\u064a\u0629 \u0641\u064a \u0642\u064a\u0627\u0633 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u062a\u062d\u0633\u064a\u0646 \u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062f\u064a\u0643 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631.<\/li>\n
- \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639:<\/strong> \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0644\u0645\u0646\u0635\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0646\u0645\u0648 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0639\u0645\u0644\u0643.<\/li>\n
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![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2024\/09\/conversational-ai-2033823.png\" "\\"\\"")
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\u0628. \u062f\u0645\u062c \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/h3>\n
\u064a\u064f\u062d\u062f\u062b \u062f\u0645\u062c \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u062a\u062d\u0648\u0644\u064b\u0627 \u0641\u064a \u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0639 \u0639\u0645\u0644\u0627\u0626\u0647\u0627. \u0625\u0644\u064a\u0643 \u0643\u064a\u0641 \u062a\u0633\u062a\u0641\u064a\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627:<\/p>\n
- \n
- \u062a\u0648\u0627\u0641\u0631 \u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u0627\u0644\u0633\u0627\u0639\u0629: \u062a\u0648\u0641\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u062f\u0639\u0645\u064b\u0627 \u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u0627\u0644\u0633\u0627\u0639\u0629\u060c \u062d\u064a\u062b \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0623\u064a \u0648\u0642\u062a \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u062f\u062e\u0644 \u0628\u0634\u0631\u064a.<\/li>\n
- \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639: \u064a\u0645\u0643\u0646 \u0644\u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0638\u0627\u0631 \u0648\u064a\u062d\u0633\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0639\u0627\u0645\u0629.<\/li>\n
- \u0627\u0644\u062a\u062e\u0635\u064a\u0635: \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u0648\u062d\u0644\u0648\u0644 \u0645\u062e\u0635\u0635\u0629.<\/li>\n
- \u0646\u0642\u0644 \u0633\u0644\u0633: \u064a\u0645\u0643\u0646 \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0646\u0642\u0644 \u0627\u0644\u0642\u0636\u0627\u064a\u0627 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u0633\u0644\u0627\u0633\u0629 \u0625\u0644\u0649 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0628\u0634\u0631\u064a\u064a\u0646\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u062c\u0631\u0628\u0629 \u0639\u0645\u0644\u0627\u0621 \u0645\u0633\u062a\u0645\u0631\u0629 \u0648\u062e\u0627\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0625\u062d\u0628\u0627\u0637.<\/li>\n<\/ul>\n
\u0641\u064a \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a>, \u0646\u062d\u0646 \u0641\u064a \u0637\u0644\u064a\u0639\u0629 \u0647\u0630\u0647 \u0627\u0644\u062b\u0648\u0631\u0629\u060c \u0646\u0642\u062f\u0645 \u0623\u062d\u062f\u062b \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u062f\u0645\u062c\u0647\u0627 \u0628\u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u062d\u0627\u0644\u064a\u0629. \u062a\u0645\u0643\u0646 \u0645\u0646\u0635\u062a\u0646\u0627 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0627\u0633\u062a\u063a\u0644\u0627\u0644 \u0642\u0648\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u062a\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u062a\u062c\u0631\u0628\u0629 \u0639\u0645\u0644\u0627\u0621 \u0645\u062d\u0633\u0646\u0629 \u062a\u0643\u0648\u0646 \u0641\u0639\u0627\u0644\u0629 \u0648\u0645\u062e\u0635\u0635\u0629.<\/p>\n
\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062a\u0637\u0648\u0631 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0635\u0648\u062a\u064a\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u062a\u0648\u0642\u0639 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0628\u062a\u0643\u0631\u0629 \u0641\u064a \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u0645\u0646 \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0628\u0634\u0643\u0644 \u0627\u0633\u062a\u0628\u0627\u0642\u064a \u0625\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0648\u0627\u0639\u064a\u0629 \u0628\u0627\u0644\u0639\u0648\u0627\u0637\u0641\u060c \u064a\u0639\u062f \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u062a \u0628\u062c\u0644\u0628 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u063a\u064a\u0631 \u0645\u0633\u0628\u0648\u0642\u0629 \u0645\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u062f\u0639\u0645.<\/p>\n
\u0627\u0644\u0633\u0627\u062f\u0633. \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0641\u064a \u0639\u0645\u0644\u0643<\/h2>\n
\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0641\u064a \u0639\u0645\u0644\u0643 \u0625\u0644\u0649 \u062b\u0648\u0631\u0629 \u0641\u064a \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a. \u0643\u0642\u0627\u0626\u062f \u0641\u064a \u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0646\u062d\u0646 \u0641\u064a Messenger Bot \u0646\u0641\u0647\u0645 \u0623\u0647\u0645\u064a\u0629 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0648\u0627\u062a\u0628\u0627\u0639 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0646\u0627\u062c\u062d.<\/p>\n
\u0623. \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/h3>\n
\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0645\u0646\u0635\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a<\/a> \u0623\u0645\u0631 \u062d\u0627\u0633\u0645 \u0644\u0646\u062c\u0627\u062d \u0639\u0645\u0644\u0643. \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0639\u0648\u0627\u0645\u0644 \u0645\u062b\u0644 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644\u060c \u0648\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0645\u0627\u0634\u0649 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0639\u0645\u0644\u0643. \u0627\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0642\u062f\u0631\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0627\u0644\u0642\u0648\u064a\u0629 \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0636\u0645\u0627\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u0648\u0648\u0627\u0639\u064a\u0629 \u0628\u0627\u0644\u0633\u064a\u0627\u0642.<\/p>\n
\u0639\u0646\u062f \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u0642\u0627\u062f\u0629 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u062b\u0644 \u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631<\/a> \u0644\u0645\u0631\u0648\u0646\u062a\u0647\u060c \u0623\u0648 \u0622\u064a \u0628\u064a \u0625\u0645 \u0648\u0627\u062a\u0633\u0648\u0646<\/a> \u0644\u0644\u062d\u0644\u0648\u0644 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0628\u062d\u062b \u0639\u0646 \u062e\u064a\u0627\u0631 \u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0644\u0643\u0646\u0647 \u0642\u0648\u064a\u060c \u0641\u0625\u0646 \u0645\u0646\u0635\u0629 Messenger Bot<\/a> \u062a\u0642\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0634\u0627\u0645\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629.<\/p>\n
\u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0627\u0644\u0628\u062d\u062b \u0639\u0646\u0647\u0627 \u0641\u064a \u0645\u0646\u0635\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a \u0645\u0627 \u064a\u0644\u064a:<\/p>\n
1. \u062f\u0639\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0642\u0646\u0648\u0627\u062a (\u0645\u062b\u0644\u060c \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\u060c \u0627\u0644\u0631\u0633\u0627\u0626\u0644 \u0627\u0644\u0642\u0635\u064a\u0631\u0629)
\n2. \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a
\n3. \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631
\n4. \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a \u0627\u0644\u062d\u0627\u0644\u064a\u0629
\n5. \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0644\u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0635\u0648\u062a \u0639\u0644\u0627\u0645\u062a\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629<\/p>\n\u0628. \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0648\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\n
\u0644\u0636\u0645\u0627\u0646 \u062a\u0646\u0641\u064a\u0630 \u0646\u0627\u062c\u062d \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a\u060c \u0627\u062a\u0628\u0639 \u0647\u0630\u0647 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u062c\u064a\u062f\u0629:<\/p>\n
1. \u062a\u062d\u062f\u064a\u062f \u0623\u0647\u062f\u0627\u0641 \u0648\u0627\u0636\u062d\u0629: \u0648\u0636\u0639 \u0623\u0647\u062f\u0627\u0641 \u0645\u062d\u062f\u062f\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u060c \u0645\u062b\u0644 \u062a\u062d\u0633\u064a\u0646 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0648 \u0632\u064a\u0627\u062f\u0629 \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/p>\n
2. \u0631\u0633\u0645 \u062e\u0631\u0627\u0626\u0637 \u0631\u062d\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645: \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0644\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0625\u0646\u0634\u0627\u0621 \u062a\u062f\u0641\u0642\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u062a\u0639\u0627\u0644\u062c \u0647\u0630\u0647 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644.<\/p>\n
3. \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0648\u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a\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.<\/p>\n
4. \u062a\u0646\u0641\u064a\u0630 \u0646\u0647\u062c \u0647\u062c\u064a\u0646: \u062f\u0645\u062c \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0628\u0634\u0631\u064a \u0644\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0623\u0648 \u0627\u0644\u0642\u0636\u0627\u064a\u0627 \u0627\u0644\u062d\u0633\u0627\u0633\u0629.<\/p>\n
5. \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631: \u062a\u062d\u0644\u064a\u0644 \u0623\u062f\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u062f\u0642\u0629.<\/p>\n
6. \u0636\u0645\u0627\u0646 \u0646\u0642\u0644 \u0633\u0644\u0633: \u0639\u0646\u062f \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0625\u0644\u0649 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0628\u0634\u0631\u064a\u064a\u0646\u060c \u062a\u0623\u0643\u062f \u0645\u0646 \u0646\u0642\u0644 \u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0628\u0633\u0644\u0627\u0633\u0629.<\/p>\n
7. \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u062a\u0633\u0627\u0642 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629: \u0645\u0648\u0627\u0621\u0645\u0629 \u0646\u0628\u0631\u0629 \u0648\u0644\u063a\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0645\u0639 \u0635\u0648\u062a \u0639\u0644\u0627\u0645\u062a\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0631\u0628\u0629 \u0639\u0645\u0644\u0627\u0621 \u0645\u062a\u0645\u0627\u0633\u0643\u0629.<\/p>\n
8. \u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0623\u0645\u0627\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u062a\u0646\u0641\u064a\u0630 \u062a\u062f\u0627\u0628\u064a\u0631 \u0623\u0645\u0627\u0646 \u0642\u0648\u064a\u0629 \u0644\u062d\u0645\u0627\u064a\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0648\u0627\u0626\u062d \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n
9. Offer multilingual support: If your business serves a global audience, consider implementing \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a<\/a> to break down language barriers and enhance customer satisfaction.<\/p>\n
10. Monitor and measure success: Utilize analytics tools to track key performance indicators (KPIs) and assess the impact of your conversational AI implementation.<\/p>\n
By following these guidelines and leveraging the right tools, you can successfully integrate conversational AI into your business, enhancing customer experiences and driving operational efficiency. Our \u062f\u0631\u0648\u0633 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u062d\u0648\u0644 \u0628\u0631\u0646\u0627\u0645\u062c Messenger Bot<\/a> provide additional resources to help you get started on your AI implementation journey.<\/p>\n
VII. Conversational AI vs. Generative AI<\/h2>\n
As we continue to explore the realm of artificial intelligence, it\u2019s crucial to understand the distinctions between different AI technologies. Conversational AI and generative AI are two prominent branches that often intersect but serve distinct purposes in the world of customer support and beyond.<\/p>\n
A. Understanding the distinction: Conversational AI vs generative AI<\/h3>\n
Conversational AI and generative AI are both powerful technologies, but they have different focuses and applications. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u064a<\/a> is specifically designed to engage in human-like dialogues, understand context, and provide relevant responses in real-time. It\u2019s the technology behind AI chatbots and virtual assistants that can interpret user intent and maintain coherent conversations across multiple turns.<\/p>\n
On the other hand, generative AI is a broader category of artificial intelligence that can create new content, such as text, images, or even code, based on patterns learned from existing data. While it can be used in conversational contexts, its primary function is to generate novel outputs rather than engage in back-and-forth dialogues.<\/p>\n
The key differences include:<\/p>\n
1. Purpose: Conversational AI aims to simulate human-like interactions, while generative AI focuses on creating new content.
\n2. Interaction: Conversational AI is designed for ongoing dialogues, whereas generative AI typically produces standalone outputs.
\n3. Context understanding: Conversational AI excels at maintaining context over multiple exchanges, while generative AI may not necessarily retain context between generations.
\n4. Application: Conversational AI is primarily used in customer support, virtual assistants, and chatbots, while generative AI has a wider range of applications, including content creation, design, and problem-solving.<\/p>\nB. Combining conversational and generative AI for enhanced support<\/h3>\n
While conversational AI and generative AI have distinct strengths, combining these technologies can lead to more powerful and versatile AI systems, especially in the realm of customer support. Here\u2019s how the integration of these AI technologies can enhance customer interactions:<\/p>\n
1. Dynamic response generation: By incorporating generative AI capabilities, \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/a> can create more nuanced and contextually appropriate responses, going beyond pre-programmed scripts.<\/p>\n
2. Personalized content creation: Generative AI can help produce tailored content on-the-fly, allowing conversational AI to offer more personalized recommendations, product descriptions, or solutions to customer queries.<\/p>\n
3. Improved problem-solving: The combination can enable AI systems to not only understand customer issues but also generate creative solutions or workarounds that might not be in their existing knowledge base.<\/p>\n
4. Enhanced natural language understanding: Generative models can help conversational AI better interpret complex or ambiguous user inputs, leading to more accurate and helpful responses.<\/p>\n
5. Multilingual support: By leveraging generative AI\u2019s language capabilities, conversational AI can more effectively provide support in multiple languages<\/a>, expanding its global reach.<\/p>\n
- \u0627\u0644\u062f\u0639\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a:<\/strong> \u0641\u064a \u0639\u0627\u0644\u0645\u0646\u0627 \u0627\u0644\u0645\u0639\u0648\u0644\u0645\u060c \u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0628\u0639\u062f\u0629 \u0644\u063a\u0627\u062a \u0623\u0645\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0645\u0646\u0635\u0627\u062a\u0646\u0627 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0644\u062f\u064a\u0646\u0627<\/a> \u0644\u062a\u062d\u0637\u064a\u0645 \u0627\u0644\u062d\u0648\u0627\u062c\u0632 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/li>\n
- IBM Watson Assistant:<\/strong> \u0645\u0639\u0631\u0648\u0641\u0629 \u0628\u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u062a\u0643\u0627\u0645\u0644\u0647\u0627 \u0645\u0639 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0627\u0644\u0623\u0648\u0633\u0639 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 IBM.<\/li>\n
- \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u0643\u064a\u0641:<\/strong> \u0646\u0638\u0627\u0645\u0646\u0627 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u062a\u0639\u0644\u0645 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u0631\u062f\u0648\u062f\u0647 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a \u0648\u064a\u062a\u0643\u064a\u0641 \u0645\u0639 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u062c\u062f\u064a\u062f\u0629.<\/li>\n
- \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a:<\/strong> \u064a\u062a\u064a\u062d \u0644\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0648\u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f\u0647 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u0645\u062a\u0643\u064a\u0641\u064b\u0627 \u0645\u0639 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0648\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u062c\u062f\u064a\u062f\u0629.<\/li>\n