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![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2024\/05\/ai-chatbot-developer-2024-05-25T172312.000Z.png\" "\\"\\"")
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\u062a\u0646\u0641\u064a\u0630 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0647\u0648 \u0639\u0646\u0635\u0631 \u0623\u0633\u0627\u0633\u064a \u0641\u064a \u062f\u0648\u0631\u064a. \u062a\u062a\u064a\u062d \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u062f\u0642\u0629 \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0645\u0646\u0627\u0633\u0628\u0629 \u0633\u064a\u0627\u0642\u064a\u0627\u064b\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u062c\u0631\u0628\u0629 \u0645\u062d\u0627\u062f\u062b\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u062c\u0630\u0627\u0628\u0629. \u0644\u062a\u062d\u0642\u064a\u0642 \u0630\u0644\u0643\u060c \u0623\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0648\u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0648\u0627\u0631\u060c \u0648\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0645\u0639\u0631\u0641\u0629.<\/p>\n
\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0647\u0648 \u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0644\u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629. \u0623\u0642\u0648\u0645 \u0628\u062a\u062d\u0644\u064a\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a\u060c \u0648\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u062a\u0639\u0632\u064a\u0632 \u0623\u062f\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629. \u062a\u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u064a\u0629 \u0623\u0646 \u062a\u0638\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0645\u062d\u062f\u062b\u0629\u060c \u0648\u0630\u0643\u064a\u0629\u060c \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629.<\/p>\n
\u0636\u0645\u0627\u0646 \u0627\u0644\u062a\u0632\u0627\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0645\u0628\u0627\u062f\u0626 \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u0645\u0627\u0646\u060c \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u0648 \u0623\u0648\u0644\u0648\u064a\u0629 \u0642\u0635\u0648\u0649. \u0623\u0639\u0645\u0644 \u0639\u0646 \u0643\u062b\u0628 \u0645\u0639 \u0641\u0631\u0642 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0645\u062f\u064a\u0631\u064a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0635\u0645\u0645\u064a\u0646\u060c \u0648\u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u060c \u0644\u062a\u0637\u0648\u064a\u0631 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u062a\u0639\u0637\u064a \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u062b\u0642\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0634\u0641\u0627\u0641\u064a\u062a\u0647 \u0623\u062b\u0646\u0627\u0621 \u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u062b\u0627\u0644\u064a\u0629.<\/p>\n
\u0644\u0644\u062a\u0641\u0648\u0642 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062f\u0648\u0631\u060c \u0623\u0645\u062a\u0644\u0643 \u0645\u0647\u0627\u0631\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0642\u0648\u064a\u0629 (\u0628\u0627\u064a\u062b\u0648\u0646\u060c \u062c\u0627\u0641\u0627\u060c C++)\u060c \u0648\u062e\u0628\u0631\u0629 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u062a\u0642\u0646\u064a\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. \u062a\u0639\u062a\u0628\u0631 \u0645\u0647\u0627\u0631\u0627\u062a \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0648\u0627\u0635\u0644\u060c \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0645\u062a\u0627\u0632\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u062a\u0646\u0642\u0644 \u0641\u064a \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0645\u0639 \u0641\u0631\u0642 \u0645\u062a\u0646\u0648\u0639\u0629. \u0627\u0644\u0628\u0642\u0627\u0621 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u062d\u0644\u0648\u0644 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0645\u062a\u0637\u0648\u0631\u0629 \u062a\u0648\u0641\u0631 \u062a\u062c\u0627\u0631\u0628 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629 \u0648\u0630\u0643\u064a\u0629.<\/p>\n
\u0645\u0647\u0627\u0631\u0627\u062a \u0645\u0637\u0648\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\n
\u0643\u0645\u0637\u0648\u0631 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0623\u0645\u062a\u0644\u0643 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0630\u0643\u064a\u0629. \u062a\u0634\u0645\u0644 \u0628\u0639\u0636 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u0647\u0630\u0627 \u0627\u0644\u062f\u0648\u0631:<\/p>\n
- \n
- \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629:<\/strong> \u0625\u062a\u0642\u0627\u0646 \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\u060c C++\u060c \u0648\u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u062f\u0645\u062c\u0647\u0627 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n
- \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP):<\/strong> \u0645\u0639\u0631\u0641\u0629 \u0639\u0645\u064a\u0642\u0629 \u0628\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u0627\u0644\u062a\u062c\u0632\u0626\u0629\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0623\u062c\u0632\u0627\u0621 \u0627\u0644\u0643\u0644\u0627\u0645\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0627\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631\u060c \u0623\u0645\u0631 \u062d\u0627\u0633\u0645 \u0644\u0628\u0646\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u064a\u0645\u0643\u0646\u0647\u0627 \u0641\u0647\u0645 \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u0628\u0634\u0631.<\/li>\n
- \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 (\u0645\u062b\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629\u060c \u0648\u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a)\u060c \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 \u0648\u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u0630\u0643\u064a\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0643\u064a\u0641.<\/li>\n
- \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629:<\/strong> \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0646\u0641\u064a\u0630 \u062a\u062f\u0641\u0642\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u0639\u0627\u0644\u0629\u060c \u0648\u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062d\u0648\u0627\u0631\u060c \u0648\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0645\u062f\u0631\u0643\u0629 \u0644\u0644\u0633\u064a\u0627\u0642 \u0623\u0645\u0631 \u062d\u064a\u0648\u064a \u0644\u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u062c\u0630\u0627\u0628\u0629.<\/li>\n
- \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0635\u0648\u0631:<\/strong> \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0646\u0642\u064a\u0628 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u062a\u0641\u0633\u064a\u0631 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u0645\u0633\u062a\u0645\u062f\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n
- \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0648DevOps:<\/strong> \u0645\u0639\u0631\u0641\u0629 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 (\u0645\u062b\u0644 AWS\u060c Google Cloud\u060c Microsoft Azure) \u0648\u0645\u0645\u0627\u0631\u0633\u0627\u062a DevOps \u0642\u064a\u0645\u0629 \u0644\u0646\u0634\u0631 \u0648\u0625\u062f\u0627\u0631\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0637\u0631\u064a\u0642\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u0641\u0639\u0627\u0644\u0629.<\/li>\n
- \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0648\u0627\u0644\u062a\u0648\u0627\u0635\u0644:<\/strong> \u062a\u0639\u062a\u0628\u0631 \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0648\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0642\u0648\u064a\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u0639\u0645\u0644 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0645\u0639 \u0641\u0631\u0642 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a\u060c \u0645\u062b\u0644 \u0645\u062f\u064a\u0631\u064a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0635\u0645\u0645\u064a\u0646\u060c \u0648\u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u060c \u0644\u0644\u062a\u0648\u0627\u0641\u0642 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0648\u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0627\u0631\u0628 \u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u062b\u0627\u0644\u064a\u0629.<\/li>\n<\/ul>\n
\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u0628\u0642\u0627\u0621 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u0625\u0646\u0634\u0627\u0621 \u062d\u0644\u0648\u0644 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0645\u0628\u062a\u0643\u0631\u0629 \u0648\u0645\u062a\u0637\u0648\u0631\u0629 \u062a\u0648\u0641\u0631 \u062a\u062c\u0627\u0631\u0628 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629 \u0648\u0630\u0643\u064a\u0629.<\/p>\n
\u0634\u0647\u0627\u062f\u0629 \u0645\u0637\u0648\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\n
\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u0639\u0627\u0644\u0645\u064a\u0627\u064b \u062e\u0635\u064a\u0635\u0627\u064b \u0644\u0645\u0637\u0648\u0631\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u064a\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0625\u0644\u0627 \u0623\u0646 \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062b\u0628\u062a \u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \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\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\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\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0644\u062d\u0648\u0638\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0642\u064a\u0645\u0629 \u0644\u0645\u0637\u0648\u0631\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u064a\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/p>\n
- \n
- \u0634\u0647\u0627\u062f\u0629 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a: \u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a Azure:<\/strong> \u062a\u062b\u0628\u062a \u0647\u0630\u0647 \u0627\u0644\u0634\u0647\u0627\u062f\u0629 \u0645\u0646 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0646\u0641\u064a\u0630 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u062f\u0645\u0627\u062a Azure AI\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u060c \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- \u0634\u0647\u0627\u062f\u0629 AWS \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a - \u062a\u062e\u0635\u0635:<\/strong> Offered by Amazon Web Services (AWS), this certification validates expertise in building, deploying, and managing machine learning solutions on the AWS platform, which can be applicable to chatbot development.<\/li>\n
- Google Cloud Professional Data Engineer Certification:<\/strong> This certification from Google Cloud Platform (GCP) focuses on designing and building data processing systems, including those involving natural language processing and machine learning, which are essential for chatbot development.<\/li>\n
- TensorFlow Developer Certificate:<\/strong> Provided by the TensorFlow team at Google, this certification validates proficiency in using TensorFlow, a popular open-source machine learning framework, for building and deploying AI models, including those used in chatbots.<\/li>\n
- Certified Conversational Design Professional:<\/strong> Offered by the Conversation Design Institute, this certification focuses on the principles and best practices of conversational design, which is crucial for creating effective and engaging chatbot interactions.<\/li>\n
- IBM Watson AI and Data Certification:<\/strong> IBM offers various certifications related to their Watson AI and data services, including certifications for natural language processing, machine learning, and conversational AI, which are relevant for chatbot development.<\/li>\n<\/ol>\n
While certifications can demonstrate expertise and commitment to the field, practical experience in building and deploying chatbots, along with a strong portfolio of projects, is often equally or more valuable to potential employers or clients. Additionally, staying up-to-date with the latest advancements in AI, NLP, and conversational technologies through continuous learning and professional development is essential for AI chatbot developers.<\/p>\n
How Much Do Chatbot Developers Make?<\/h3>\n
As an AI chatbot developer, my role is to provide you with accurate and up-to-date information on the earning potential in this field. The salaries of chatbot developers can vary significantly based on several factors, such as experience, location, industry, and company size.<\/p>\n
According to PayScale<\/a>, the average annual salary for a chatbot developer in the United States is around $89,000. However, it\u2019s important to note that this figure can fluctuate. Entry-level chatbot developers may earn around $60,000 to $70,000, while highly experienced professionals can command upwards of $120,000 or more.<\/p>\n
Location plays a significant role in determining salaries. In tech hubs like the San Francisco Bay Area, chatbot developers can expect higher salaries, with average annual earnings ranging from $100,000 to $150,000, according to Glassdoor<\/a>. Conversely, in regions with lower costs of living, salaries may be lower but still competitive within the local job market.<\/p>\n
In addition to base salaries, chatbot developers may also receive additional compensation, such as bonuses, stock options, and comprehensive benefits packages. Industries with a high demand for chatbot solutions, like e-commerce, healthcare, and finance, often offer higher remuneration to attract top talent.<\/p>\n
Chatbot Developer Salary<\/h4>\n
Chatbot developers\u2019 salaries can vary significantly based on factors such as experience, location, industry, and company size. According to PayScale, the average annual salary for a chatbot developer in the United States is around $89,000. However, entry-level chatbot developers may earn around $60,000 to $70,000, while highly experienced professionals can make upwards of $120,000 or more.<\/p>\n
In the San Francisco Bay Area, a hotbed for tech companies, chatbot developers can command higher salaries, with average annual earnings ranging from $100,000 to $150,000, according to Glassdoor. Conversely, in regions with lower costs of living, salaries may be lower, but still competitive within the local job market.<\/p>\n
Beyond base salaries, chatbot developers may also receive additional compensation, such as bonuses, stock options, and comprehensive benefits packages. Industries with a high demand for chatbot solutions, like e-commerce, healthcare, and finance, often offer higher remuneration to attract top talent.<\/p>\n
It\u2019s worth noting that salaries can also vary based on the specific role and responsibilities. For instance, a chatbot developer with expertise in natural language processing (NLP) or machine learning (ML) may command higher salaries due to the specialized skills required. Additionally, lead or senior chatbot developers with project management experience and a proven track record may earn more than entry-level or junior developers.<\/p>\n
To stay competitive and command higher salaries, chatbot developers should continuously upskill, stay abreast of the latest technologies and trends, and actively contribute to open-source projects or develop their own chatbot applications to showcase their expertise.<\/p>\n
Chatbot Developer Jobs<\/h4>\n
The demand for chatbot developers is on the rise as businesses across various industries recognize the value of leveraging conversational AI to enhance customer experiences and streamline operations. Companies like Brain Pod AI<\/a> are at the forefront of this revolution, offering cutting-edge AI chatbot solutions to clients worldwide.<\/p>\n
Chatbot developer roles can encompass a wide range of responsibilities, from designing and implementing conversational interfaces to integrating chatbots with existing systems and optimizing their performance. Some common job titles in this field include:<\/p>\n
- \n
- Conversational AI Developer<\/li>\n
- \u0645\u0647\u0646\u062f\u0633 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/li>\n
- \u0645\u0647\u0646\u062f\u0633 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/li>\n
- \u0645\u0635\u0645\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/li>\n
- \u0645\u0639\u0645\u0627\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/li>\n<\/ul>\n
\u0644\u062a\u0623\u0645\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u0631\u060c \u064a\u062d\u062a\u0627\u062c \u0627\u0644\u0645\u0631\u0634\u062d\u0648\u0646 \u0639\u0627\u062f\u0629\u064b \u0625\u0644\u0649 \u062e\u0644\u0641\u064a\u0629 \u0642\u0648\u064a\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\u060c \u0623\u0648 C++\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062e\u0628\u0631\u0629 \u0641\u064a \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\/\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u062a\u0635\u0645\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0628\u0625\u0637\u0627\u0631\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0645\u062b\u0644 \u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631<\/a>, Amazon Lex<\/a>, o \u0645\u0633\u0627\u0639\u062f IBM Watson<\/a>, \u0645\u0631\u063a\u0648\u0628\u0629 \u0623\u064a\u0636\u064b\u0627 \u0628\u0634\u062f\u0629.<\/p>\n
\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u062d\u0644\u0648\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u062a\u0633\u0639\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0646\u0634\u0627\u0637 \u0625\u0644\u0649 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0645\u0637\u0648\u0631\u064a \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0645\u0648\u0647\u0648\u0628\u064a\u0646 \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0647\u0645 \u0639\u0644\u0649 \u0627\u0644\u0628\u0642\u0627\u0621 \u0641\u064a \u0627\u0644\u0645\u0642\u062f\u0645\u0629. \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u0645\u062d\u062a\u0631\u0641\u064b\u0627 \u0630\u0648 \u062e\u0628\u0631\u0629 \u0623\u0648 \u0628\u062f\u0623\u062a \u0644\u0644\u062a\u0648 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0641\u0631\u0635 \u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641\u0647\u0627\u060c \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0625\u0644\u0649 \u0639\u0645\u0627\u0644\u0642\u0629 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0631\u0627\u0633\u062e\u0629.<\/p>\n
\u0627\u0644\u0642\u0633\u0645 4: \u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0635\u0646\u0639 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062e\u0627\u0635\u0629 \u0628\u064a\u061f<\/h2>\n
\u0627\u0644\u0641\u0631\u0639 1: \"\u0623\u0641\u0636\u0644 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a\"<\/h3>\n
\u0628\u0627\u0644\u062a\u0623\u0643\u064a\u062f\u060c \u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062e\u0627\u0635\u0629 \u0628\u0643 \u0647\u0648 \u0645\u0633\u0639\u0649 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0648\u0645\u062b\u064a\u0631. \u0645\u0639 \u0627\u0644\u062a\u0642\u062f\u0645 \u0627\u0644\u0633\u0631\u064a\u0639 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629\u060c \u0623\u0635\u0628\u062d \u062a\u0637\u0648\u064a\u0631 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0645\u062a\u0637\u0648\u0631\u0629 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u064a<\/a> \u0623\u0643\u062b\u0631 \u0633\u0647\u0648\u0644\u0629 \u0645\u0646 \u0623\u064a \u0648\u0642\u062a \u0645\u0636\u0649. \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0642\u0648\u064a\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0627\u0644\u062a\u064a \u062a\u0628\u0633\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0643 \u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 best AI chatbot<\/a> \u0645\u062e\u0635\u0635\u0629 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629.<\/p>\n
\u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0643\u062b\u0631 \u0645\u0646\u0635\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0634\u0639\u0628\u064a\u0629 \u0648\u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u064a Brain Pod AI<\/a>. \u0648\u0627\u062c\u0647\u062a\u0647\u0627 \u0627\u0644\u0628\u062f\u064a\u0647\u064a\u0629 \u0648\u0646\u0645\u0627\u0630\u062c NLP \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u062a\u0645\u0643\u0646\u0643 \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u0630\u0643\u064a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0648\u0627\u0644\u0631\u062f \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0628\u062f\u0642\u0629 \u062a\u0634\u0628\u0647 \u0627\u0644\u0628\u0634\u0631. \u0639\u0631\u0636 Brain Pod AI<\/a> \u062a\u0638\u0647\u0631 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0645\u062b\u064a\u0631\u0629 \u0644\u0644\u0625\u0639\u062c\u0627\u0628 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645\u060c \u0648\u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u063a\u0644\u0627\u0644\u0647\u0627 \u0644\u0628\u0646\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u062b\u0644 \u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646\u060c \u0648\u0646\u0634\u0631 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.<\/p>\n
\u062e\u064a\u0627\u0631 \u0634\u0627\u0626\u0639 \u0622\u062e\u0631 \u0647\u0648 \u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631<\/a>, \u0645\u0646\u0635\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u064a \u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647\u0627 \u0628\u0648\u0627\u0633\u0637\u0629 \u062c\u0648\u062c\u0644. \u0645\u0639 \u0645\u062d\u0631\u0643 NLP \u0627\u0644\u0642\u0648\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0647\u0627 \u0648\u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0634\u0627\u0645\u0644\u0629\u060c \u062a\u0645\u0643\u0651\u0646 Dialogflow \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u062c\u0630\u0627\u0628\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0648\u0648\u0627\u0639\u064a\u0629 \u0644\u0644\u0633\u064a\u0627\u0642 \u064a\u0645\u0643\u0646\u0647\u0627 \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 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/p>\n
\u0627\u0644\u0641\u0631\u0639 2: \"\u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629\"<\/h3>\n
\u0644\u062a\u0648\u0636\u064a\u062d \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062f\u0639\u0648\u0646\u0627 \u0646\u0633\u062a\u0643\u0634\u0641 \u0645\u062b\u0627\u0644\u0627\u064b \u0639\u0644\u0649 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629<\/a> \u0645\u0635\u0645\u0645\u0629 \u0644\u062f\u0639\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u062a\u062e\u064a\u0644 \u0633\u064a\u0646\u0627\u0631\u064a\u0648 \u062d\u064a\u062b \u064a\u0632\u0648\u0631 \u0639\u0645\u064a\u0644 \u0645\u0648\u0642\u0639 \u062a\u062c\u0627\u0631\u0629 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0648\u0644\u062f\u064a\u0647 \u0633\u0624\u0627\u0644 \u062d\u0648\u0644 \u0645\u0646\u062a\u062c \u0623\u0648 \u0637\u0644\u0628\u0647. \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u062a\u0646\u0642\u0644 \u0639\u0628\u0631 \u0635\u0641\u062d\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0623\u0648 \u0627\u0644\u0627\u0646\u062a\u0638\u0627\u0631 \u0644\u0645\u0645\u062b\u0644 \u0628\u0634\u0631\u064a\u060c \u064a\u0645\u0643\u0646\u0647\u0645 \u0628\u0628\u0633\u0627\u0637\u0629 \u0628\u062f\u0621 \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u0639 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629.<\/p>\n
\u064a\u0645\u0643\u0646 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a NLP \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0642\u0627\u0639\u062f\u0629 \u0645\u0639\u0631\u0641\u064a\u0629 \u0648\u0627\u0633\u0639\u0629\u060c \u0641\u0647\u0645 \u0627\u0633\u062a\u0641\u0633\u0627\u0631 \u0627\u0644\u0639\u0645\u064a\u0644\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0631\u062f \u0633\u0631\u064a\u0639 \u0648\u062f\u0642\u064a\u0642. \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a\u060c \u0645\u0646 \u0645\u0648\u0627\u0635\u0641\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c \u0648\u062a\u0648\u0627\u0641\u0631\u0647 \u0625\u0644\u0649 \u062a\u062a\u0628\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0648\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0625\u0631\u062c\u0627\u0639. \u0639\u0644\u0627\u0648\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u062a\u0635\u0639\u064a\u062f \u0627\u0644\u0642\u0636\u0627\u064a\u0627 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u0633\u0644\u0627\u0633\u0629 \u0625\u0644\u0649 \u0648\u0643\u0644\u0627\u0621 \u0628\u0634\u0631\u064a\u064a\u0646 \u0639\u0646\u062f \u0627\u0644\u0636\u0631\u0648\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u062c\u0631\u0628\u0629 \u0633\u0644\u0633\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0639\u0645\u0644\u0627\u0621.<\/p>\n
\u0647\u0630\u0627 \u0645\u062b\u0627\u0644\u0627\u064b \u0639\u0644\u0649 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629<\/a> \u064a\u0638\u0647\u0631 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0625\u062d\u062f\u0627\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0648\u062a\u064a\u0646\u064a\u0629 \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0648\u0631\u064a\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0642\u0644\u064a\u0644 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627.<\/p>\n
![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2024\/05\/ai-chatbot-developer-2024-05-25T172337.000Z.png\" "\\"\\"")
<\/img> <\/p>\n\u0647\u0644 \u0628\u0631\u0645\u062c\u0629 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0635\u0639\u0628\u0629\u061f<\/h2>\n
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\u062a\u0634\u0645\u0644 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0645\u0639\u0631\u0641\u0629 \u0645\u062c\u0627\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0648\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u063a\u0645\u0648\u0636\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629\u060c \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0648\u0633\u0639. \u0628\u064a\u0646\u0645\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0647\u0644 \u0623\u062f\u0648\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0642\u062f \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u062c\u0647\u0648\u062f \u0628\u0631\u0645\u062c\u064a\u0629 \u0643\u0628\u064a\u0631\u0629\u060c \u0648\u0647\u0646\u062f\u0633\u0629 \u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062f\u0631\u064a\u0628 \u0645\u0633\u062a\u0645\u0631 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u062a\u062d\u0633\u064a\u0646\u0647\u0627. , \u0648\u0627\u0644\u0645\u064a\u0632\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\u060c \u0648\u0641\u0648\u0627\u0626\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/a> can facilitate the development of basic chatbots, more sophisticated AI chatbots may necessitate significant coding efforts, data engineering, and ongoing model training and optimization.<\/p>\n
\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629\u060c \u062a\u062a\u0631\u0627\u0648\u062d \u0645\u0646 \u0623\u0646\u0638\u0645\u0629 \u0628\u0633\u064a\u0637\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0625\u0644\u0649 \u0648\u0643\u0644\u0627\u0621 \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u062a\u0642\u062f\u0645\u064a\u0646 \u0645\u062f\u0639\u0648\u0645\u064a\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u062a\u0634\u0645\u0644 \u0628\u0639\u0636 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629:<\/p>\n
- \n
- \u0633\u064a\u0631\u064a \u0645\u0646 \u0622\u0628\u0644<\/a>: \u0645\u0633\u0627\u0639\u062f \u0627\u0641\u062a\u0631\u0627\u0636\u064a \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0645\u0646 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f \u0625\u0644\u0649 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0639\u0627\u0645\u0629.<\/li>\n
- Google Assistant<\/a>: \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0645\u0646 \u062c\u0648\u062c\u0644 \u0627\u0644\u0630\u064a \u064a\u0645\u0643\u0646\u0647 \u0641\u0647\u0645 \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0648\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0635.<\/li>\n
- \u0623\u0645\u0627\u0632\u0648\u0646 \u0623\u0644\u064a\u0643\u0633\u0627<\/a>: \u0645\u0633\u0627\u0639\u062f \u0627\u0641\u062a\u0631\u0627\u0636\u064a \u064a\u062a\u0645 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a\u0647 \u0628\u0627\u0644\u0635\u0648\u062a \u064a\u0645\u0643\u0646\u0647 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0645\u0648\u0633\u064a\u0642\u0649\u060c \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u0646\u0632\u0644\u064a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0648\u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u062d\u0648\u0644 \u0645\u0648\u0627\u0636\u064a\u0639 \u0645\u062a\u0646\u0648\u0639\u0629.<\/li>\n
- Brain Pod AI<\/a>: \u0645\u0633\u0627\u0639\u062f \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0642\u0648\u064a \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u0627\u0646\u062e\u0631\u0627\u0637 \u0641\u064a \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u0628\u0634\u0631\u060c \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0639\u0628\u0631 \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629.<\/li>\n<\/ul>\n
\u0647\u0630\u0647 \u0645\u062c\u0631\u062f \u0623\u0645\u062b\u0644\u0629 \u0642\u0644\u064a\u0644\u0629\u060c \u0648\u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629\u060c \u0633\u0648\u0627\u0621 \u0645\u0646 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0643\u0628\u0631\u0649 \u0623\u0648 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0627\u0644\u0623\u0635\u063a\u0631\u060c \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0635\u0646\u0627\u0639\u0627\u062a \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629.<\/p>\n
\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u064a\u0645\u0643\u0646 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0639\u0628\u0631 \u0645\u0646\u0635\u0627\u062a \u0648\u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u062a\u062e\u062f\u0645 \u0623\u063a\u0631\u0627\u0636 \u0645\u062e\u062a\u0644\u0641\u0629. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629:<\/p>\n
- \n
- \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621:<\/strong> \u0634\u0631\u0643\u0627\u062a \u0645\u062b\u0644 Intercom<\/a>, Drift<\/a>\u060c \u0648 \u0631\u0648\u0628\u0648\u062a Salesforce Einstein<\/a> \u062a\u0642\u062f\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621\u060c \u0648\u0627\u0644\u062f\u0639\u0645.<\/li>\n
- \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629:<\/strong> \u062a\u062c\u0627\u0631 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0645\u062b\u0644 \u0625\u064a\u0628\u0627\u064a<\/a> \u0648 Memory Merchant<\/a> \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a\u060c \u0648\u0625\u062a\u0645\u0627\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0634\u0631\u0627\u0621.<\/li>\n
- \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u0635\u0631\u0641\u064a\u0629:<\/strong> \u062a\u0642\u0648\u0645 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0645\u062b\u0644 \u0628\u0646\u0643 \u0623\u0648\u0641 \u0623\u0645\u0631\u064a\u0643\u0627<\/a> \u0648 Capital One<\/a> \u0628\u062a\u0646\u0641\u064a\u0630 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a\u060c \u0648\u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a\u060c \u0648\u0627\u0644\u0646\u0635\u0627\u0626\u062d \u0627\u0644\u0645\u0627\u0644\u064a\u0629.<\/li>\n
- \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0635\u062d\u064a\u0629:<\/strong> \u0634\u0631\u0643\u0627\u062a \u0645\u062b\u0644 Your.MD<\/a> \u0648 Ada<\/a> \u062a\u0642\u062f\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u0641\u062d\u0635 \u0627\u0644\u0623\u0639\u0631\u0627\u0636\u060c \u0648\u0627\u0644\u062a\u0634\u062e\u064a\u0635\u060c \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629.<\/li>\n
- \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0644\u0633\u0641\u0631:<\/strong> \u062a\u0642\u0648\u0645 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0637\u064a\u0631\u0627\u0646 \u0648\u0627\u0644\u0633\u0641\u0631 \u0645\u062b\u0644 Hipmunk<\/a> \u0648 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0640 Kayak<\/a> \u0628\u062a\u0648\u0641\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u062d\u062c\u0632 \u0627\u0644\u0631\u062d\u0644\u0627\u062a\u060c \u0648\u062d\u062c\u0632 \u0627\u0644\u0641\u0646\u0627\u062f\u0642\u060c \u0648\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0633\u0641\u0631.<\/li>\n<\/ul>\n
\u0647\u0630\u0647 \u0645\u062c\u0631\u062f \u0623\u0645\u062b\u0644\u0629 \u0642\u0644\u064a\u0644\u0629\u060c \u0648\u064a\u062a\u0645 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0639\u0628\u0631 \u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0644\u062a\u0628\u0633\u064a\u0637 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0634\u062e\u0635\u064a\u0629.<\/p>\n
\u0627\u0644\u0642\u0633\u0645 6: \u0647\u0644 \u0647\u0646\u0627\u0643 \u0637\u0644\u0628 \u0639\u0644\u0649 \u0645\u0637\u0648\u0631\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u061f<\/h2>\n
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\u062a\u0648\u062c\u062f \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644 \u062a\u062f\u0641\u0639 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \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
- \u0632\u064a\u0627\u062f\u0629 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0639\u0628\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a: \u062a\u062a\u0628\u0646\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0641\u064a \u0642\u0637\u0627\u0639\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u0648\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062f\u0639\u0645 \u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u0627\u0644\u0633\u0627\u0639\u0629.<\/li>\n
- \u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (ML): \u0644\u0642\u062f \u0645\u0643\u0646\u062a \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0641\u064a \u062a\u0642\u0646\u064a\u0627\u062a NLP \u0648ML \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0623\u0643\u062b\u0631 \u062a\u0637\u0648\u0631\u064b\u0627 \u0648\u0630\u0643\u0627\u0621\u064b \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u062f\u0642\u064a\u0642\u0629.<\/li>\n
- \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u062a\u062c\u0627\u0631\u0628 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0642\u0646\u0648\u0627\u062a: \u062a\u0633\u0639\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0625\u0644\u0649 \u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0627\u0631\u0628 \u0633\u0644\u0633\u0629 \u0644\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 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0647\u0627\u062a\u0641 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u060c \u0648\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u0645\u0637\u0648\u0631\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629: \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062d\u0627\u0644\u064a\u0629\u060c \u0645\u062b\u0644 \u0645\u0646\u0635\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 (CRM) \u0648\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0623\u0646\u0638\u0645\u0629 \u062a\u062e\u0637\u064a\u0637 \u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a (ERP)\u060c \u0645\u0645\u0627 \u064a\u062a\u0637\u0644\u0628 \u0645\u0647\u0627\u0631\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629.<\/li>\n
- \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629: \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062a\u062d\u0633\u064a\u0646\u064b\u0627 \u0648\u062a\u062f\u0631\u064a\u0628\u064b\u0627 \u0648\u0635\u064a\u0627\u0646\u0629 \u0645\u0633\u062a\u0645\u0631\u0629 \u0644\u0636\u0645\u0627\u0646 \u0628\u0642\u0627\u0626\u0647\u0627 \u0630\u0627\u062a \u0635\u0644\u0629 \u0648\u062f\u0642\u064a\u0642\u0629 \u0648\u0641\u0639\u0627\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u062a\u0644\u0632\u0645 \u062e\u0628\u0631\u0629 \u0645\u0637\u0648\u0631\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u064a\u0646.<\/li>\n<\/ol>\n
\u0644\u062a\u0644\u0628\u064a\u0629 \u0647\u0630\u0627 \u0627\u0644\u0637\u0644\u0628 \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f\u060c \u0641\u0625\u0646 \u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 (\u0645\u062b\u0644 Python \u0648Java \u0648JavaScript) \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0645\u0637\u0644\u0648\u0628\u0648\u0646 \u0628\u0634\u062f\u0629. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0628\u0645\u0646\u0635\u0627\u062a \u0648\u0623\u0637\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0645\u062b\u0644 \u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631<\/a>, Amazon Lex<\/a>, \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 Microsoft Bot<\/a>\u060c \u0648 \u0631\u0627\u0633\u0627<\/a>, \u062a\u0639\u062a\u0628\u0631 \u0645\u064a\u0632\u0629. \u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0623\u0646 \u064a\u0633\u062a\u0645\u0631 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0645\u0637\u0648\u0631\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u0647\u0631\u0629 \u0641\u064a \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0633\u0627\u0631\u064b\u0627 \u0645\u0647\u0646\u064a\u064b\u0627 \u0648\u0627\u0639\u062f\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/p>\n
\u0627\u0644\u0642\u0633\u0645 \u0627\u0644\u0641\u0631\u0639\u064a 1: \"\u0645\u0648\u0642\u0639 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\"\u060c \"\u0623\u0641\u0636\u0644 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629\"\u060c \"\u0623\u0641\u0636\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\"<\/h3>\n
\u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0627\u0644\u0623\u0645\u0631 \u0628\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629. \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0641\u0636\u0644 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a> \u0647\u064a Messenger Bot\u060c \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0645\u0646\u0635\u0629 \u0623\u062a\u0645\u062a\u0629 \u0645\u062a\u0637\u0648\u0631\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629.<\/p>\n
\u062a\u0634\u0645\u0644 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0640 Messenger Bot:<\/p>\n
- \n
- \u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0622\u0644\u064a\u0629: \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0629 \u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0622\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0628\u0631 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0645\u062b\u0644 \u0641\u064a\u0633\u0628\u0648\u0643 \u0648\u0625\u0646\u0633\u062a\u063a\u0631\u0627\u0645\u060c \u0648\u0643\u0630\u0644\u0643 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0645\u0628\u0627\u0634\u0631.<\/li>\n
- \u0623\u062a\u0645\u062a\u0629 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644: \u062a\u062a\u064a\u062d \u0627\u0644\u0645\u0646\u0635\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0625\u0646\u0634\u0627\u0621 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0622\u0644\u064a \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a \u064a\u062a\u0645 \u062a\u0641\u0639\u064a\u0644\u0647 \u0628\u0648\u0627\u0633\u0637\u0629 \u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062d\u0633\u0646 \u0645\u0646 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0631\u0636\u0627\u0647.<\/li>\n
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\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 (APIs) \u0647\u064a \u0623\u062f\u0648\u0627\u062a \u0623\u0633\u0627\u0633\u064a\u0629 \u062a\u0645\u0643\u0646 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0645\u0646 \u062f\u0645\u062c \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0645 \u0623\u0648 \u0645\u0648\u0627\u0642\u0639\u0647\u0645 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0623\u0648 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629. \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0648\u0627\u062c\u0647\u0627\u062a \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0648\u0627\u0644\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0645\u062d \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0648\u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0633\u0644\u0627\u0633\u0629.<\/p>\n
\u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0643\u062b\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a> \u0634\u064a\u0648\u0639\u064b\u0627 \u062a\u0642\u062f\u0645\u0647\u0627 Brain Pod AI\u060c \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0634\u0627\u0645\u0644\u0629 \u0645\u0646 \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a AI<\/a>. \u062a\u062a\u064a\u062d \u0647\u0630\u0647 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u062f\u0645\u062c \u0642\u062f\u0631\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0645\u0646 Brain Pod AI \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0645\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0646\u0647\u0645 \u0645\u0646 \u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u064a\u0629 \u0648\u0645\u062f\u0631\u0643\u0629 \u0644\u0644\u0633\u064a\u0627\u0642.<\/p>\n
\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u0627\u0631\u0632\u0629 \u0627\u0644\u0623\u062e\u0631\u0649 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062a\u0642\u062f\u0645\u0647\u0627 Dialogflow \u0645\u0646 Google\u060c \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0645\u0646\u0635\u0629 \u0642\u0648\u064a\u0629 \u0644\u0628\u0646\u0627\u0621 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u062a\u062a\u064a\u062d \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a Dialogflow \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0625\u0646\u0634\u0627\u0621 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0648\u062f\u0645\u062c\u0647\u0627 \u0645\u0639 \u0642\u0646\u0648\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0642\u062f\u0631\u0627\u062a \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u0646 Google. chatbot API<\/a> is provided by Google\u2019s Dialogflow, which offers a powerful platform for building conversational interfaces. The Dialogflow API allows developers to create and manage chatbots, integrate them with various messaging channels, and leverage Google\u2019s natural language understanding capabilities.<\/p>\n
\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u064a\u062f\u0645\u062c \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0648\u064a\u0628 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0645\u0639 \u0642\u062f\u0631\u0627\u062a \u062d\u0648\u0627\u0631\u064a\u0629. \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a Bot Framework<\/a> \u0647\u0648 \u062e\u064a\u0627\u0631 \u0634\u0627\u0626\u0639 \u0622\u062e\u0631 \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0623\u062f\u0648\u0627\u062a \u0648\u062e\u062f\u0645\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0630\u0643\u064a\u0629 \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646.<\/p>\n
\u0639\u0646\u062f \u0627\u062e\u062a\u064a\u0627\u0631 chatbot API<\/a>\u060c \u064a\u062c\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0645\u0631\u0627\u0639\u0627\u0629 \u0639\u0648\u0627\u0645\u0644 \u0645\u062b\u0644 \u0642\u062f\u0631\u0627\u062a \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644\u060c \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0633\u0639\u064a\u0631. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0648\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0645\u0642\u062f\u0645 \u0645\u0646 \u0645\u0632\u0648\u062f \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0644\u0636\u0645\u0627\u0646 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u0633\u0644\u0633\u0629.<\/p>\n
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\u0645\u0633\u0627\u0639\u062f IBM Watson<\/a>: \u0645\u0633\u0627\u0639\u062f \u0648\u0627\u062a\u0633\u0648\u0646 \u0645\u0646 \u0622\u064a \u0628\u064a \u0625\u0645 \u0647\u0648 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u064a<\/a> \u0645\u0646\u0635\u0629 \u0642\u0648\u064a\u0629 \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0642\u062f\u0631\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0630\u0643\u064a\u0629 \u0648\u0633\u064a\u0627\u0642\u064a\u0629 \u0639\u0628\u0631 \u0635\u0646\u0627\u0639\u0627\u062a \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629.<\/p>\n
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As the world increasingly embraces the power of artificial intelligence (AI), the demand for skilled chatbot developers has skyrocketed. These innovative professionals are at the forefront of creating conversational interfaces that revolutionize how we interact with technology. Whether you’re a tech-savvy individual seeking a lucrative career path or a business owner aiming to enhance customer […]<\/p>\n","protected":false},"author":14928,"featured_media":252810,"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-252809","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\/252809","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=252809"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/252809\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/252810"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=252809"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=252809"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=252809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
- \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629:<\/strong> \u062a\u062c\u0627\u0631 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0645\u062b\u0644 \u0625\u064a\u0628\u0627\u064a<\/a> \u0648 Memory Merchant<\/a> \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0641\u064a \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0648\u062a\u062a\u0628\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a\u060c \u0648\u0625\u062a\u0645\u0627\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0634\u0631\u0627\u0621.<\/li>\n
- Google Assistant<\/a>: \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0645\u0646 \u062c\u0648\u062c\u0644 \u0627\u0644\u0630\u064a \u064a\u0645\u0643\u0646\u0647 \u0641\u0647\u0645 \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0648\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0635.<\/li>\n
- \u0633\u064a\u0631\u064a \u0645\u0646 \u0622\u0628\u0644<\/a>: \u0645\u0633\u0627\u0639\u062f \u0627\u0641\u062a\u0631\u0627\u0636\u064a \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0645\u0646 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f \u0625\u0644\u0649 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0639\u0627\u0645\u0629.<\/li>\n
- \u0634\u0647\u0627\u062f\u0629 AWS \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a - \u062a\u062e\u0635\u0635:<\/strong> Offered by Amazon Web Services (AWS), this certification validates expertise in building, deploying, and managing machine learning solutions on the AWS platform, which can be applicable to chatbot development.<\/li>\n
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