\u0623\u064a\u0646 \u064a\u0645\u0643\u0646\u0646\u064a \u062a\u0639\u0644\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u061f<\/h2>\n
\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0632\u064a\u062f \u0639\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u064a\u064f\u0646\u0635\u062d \u0628\u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0641\u064a \u062f\u0648\u0631\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0648\u0628\u0631\u0627\u0645\u062c \u062a\u063a\u0637\u064a \u062c\u0648\u0627\u0646\u0628 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u062a\u0637\u0648\u064a\u0631 \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627:<\/p>\n
\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u062f\u0648\u0631\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0645\u062c\u0627\u0646\u064a\u0629<\/h3>\n\n- edX<\/strong>: \u062a\u0642\u062f\u0645 edX \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u062a\u0645\u0647\u064a\u062f\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u063a\u0637\u064a \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0648\u062a\u0635\u0645\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0642\u062f \u062a\u0631\u0643\u0632 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0639\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u062b\u0644 \u0628\u0627\u064a\u062b\u0648\u0646 \u0623\u0648 \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0628\u062f\u0648\u0646 \u0643\u0648\u062f.<\/li>\n
- Coursera<\/strong>: \u062a\u062d\u062a\u0648\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0629 \u0639\u0644\u0649 \u062f\u0648\u0631\u0627\u062a \u0645\u0646 \u0623\u0641\u0636\u0644 \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a. \u0627\u0628\u062d\u062b \u0639\u0646 \u062f\u0648\u0631\u0627\u062a \u0645\u062b\u0644 \"\u0628\u0646\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u062d\u0648\u0627\u0631\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Dialogflow\" \u0623\u0648 \"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062c\u0645\u064a\u0639\" \u0628\u0648\u0627\u0633\u0637\u0629 \u0623\u0646\u062f\u0631\u0648 \u0646\u062c\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0631\u0624\u0649 \u062d\u0648\u0644 \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u062a\u0635\u0645\u064a\u0645.<\/li>\n
- Udacity<\/strong>: \u062a\u0634\u0645\u0644 \u0628\u0631\u0627\u0645\u062c \u0646\u0627\u0646\u0648 \u062f\u064a\u063a\u0631\u064a \u0641\u064a Udacity\u060c \u0645\u062b\u0644 \"\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646\" \u0623\u0648 \"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0642\u0627\u062f\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\"\u060c \u0648\u062d\u062f\u0627\u062a \u062d\u0648\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629.<\/li>\n
- Codecademy<\/strong>: \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0645\u0647\u062a\u0645\u064a\u0646 \u0628\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u062a\u0642\u062f\u0645 Codecademy \u062f\u0648\u0631\u0627\u062a \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u062d\u0648\u0644 \u0628\u0627\u064a\u062b\u0648\u0646 \u0648\u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a\u060c \u0648\u0647\u064a \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0628\u0646\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u0645\u062e\u0635\u0635\u0629.<\/li>\n
- \u062f\u0631\u0648\u0633 \u064a\u0648\u062a\u064a\u0648\u0628<\/strong>: \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062d\u062a\u0648\u064a \u0627\u0644\u0642\u0646\u0648\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062f\u0631\u0648\u0633 \u0645\u062c\u0627\u0646\u064a\u0629 \u062d\u0648\u0644 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u062a\u063a\u0637\u064a \u0643\u0644 \u0645\u0646 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u063a\u064a\u0631 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629.<\/li>\n
- \u0643\u062a\u0628 \u0648\u0643\u062a\u0628 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/strong>: \u062a\u0648\u0641\u0631 \u0639\u0646\u0627\u0648\u064a\u0646 \u0645\u062b\u0644 \"\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629: 101\" \u0648\"\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a: \u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u062d\u0648\u0627\u0631\u064a\u0629\" \u0645\u0639\u0631\u0641\u0629 \u0639\u0645\u064a\u0642\u0629 \u0648\u0646\u0635\u0627\u0626\u062d \u0639\u0645\u0644\u064a\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0644\u0637\u0645\u0648\u062d\u064a\u0646 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629.<\/li>\n<\/ul>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0648\u0627\u0631\u062f\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0643\u062a\u0633\u0627\u0628 \u0641\u0647\u0645 \u0642\u0648\u064a \u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0648\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u062a\u0635\u0645\u064a\u0645\u060c \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0639\u0643 \u0641\u064a \u0645\u0648\u0642\u0639 \u062c\u064a\u062f \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u062a\u0637\u0648\u0631 \u0628\u0633\u0631\u0639\u0629.<\/p>\n
\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/h3>\n
\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u062a\u0639\u0644\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0648\u062a\u0648\u0641\u064a\u0631 \u0628\u0631\u0627\u0645\u062c \u0647\u064a\u0643\u0644\u064a\u0629 \u0648\u0634\u0647\u0627\u062f\u0627\u062a:<\/p>\n
\n- \u062a\u0637\u0648\u064a\u0631 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0644\u0645\u0633\u0646\u062c\u0631<\/strong>: \u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u0647\u062a\u0645\u064b\u0627 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0628\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u0644\u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0633\u0646\u062c\u0631\u060c \u0641\u0643\u0631 \u0641\u064a \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u064a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0644\u0645\u0633\u0646\u062c\u0631. \u062a\u0648\u0641\u0631 \u0648\u062b\u0627\u0626\u0642 \u0641\u064a\u0633\u0628\u0648\u0643 \u0646\u0641\u0633\u0647\u0627 \u062f\u0644\u064a\u0644\u064b\u0627 \u0645\u0641\u0635\u0644\u064b\u0627 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u0644\u0645\u0633\u0646\u062c\u0631\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n
- Brain Pod AI<\/strong>: \u0627\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0639\u0631\u0648\u0636 \u0641\u064a Brain Pod AI<\/a>, \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644\u064b\u0627 \u0645\u062a\u0646\u0648\u0639\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0623\u062f\u0648\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u062a\u062c\u0631\u0628\u062a\u0643 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629.<\/li>\n
- \u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a<\/strong>: \u062a\u062d\u062a\u0648\u064a \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Stack Overflow \u0648Reddit \u0639\u0644\u0649 \u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0645\u062e\u0635\u0635\u0629 \u062d\u064a\u062b \u064a\u0645\u0643\u0646\u0643 \u0637\u0631\u062d \u0627\u0644\u0623\u0633\u0626\u0644\u0629\u060c \u0648\u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629.<\/li>\n<\/ul>\n
\u0633\u064a\u0633\u0627\u0639\u062f\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0644\u064a\u0633 \u0641\u0642\u0637 \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0648\u0644\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u0641\u064a \u0625\u0628\u0642\u0627\u0626\u0643 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629.<\/p>\n
![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/02\/chatbot-course-2317962.png\" "\\"\\"")
<\/img><\/p>\n
\u00bfQu\u00e9 tipos de chatbots existen?<\/h2>\n
\u0641\u0647\u0645 \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u0623\u064a \u0634\u062e\u0635 \u064a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0645\u0642 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0623\u0648 \u062a\u0639\u0632\u064a\u0632 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647. \u0643\u0644 \u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u064a\u0624\u062f\u064a \u0648\u0638\u0627\u0626\u0641 \u0641\u0631\u064a\u062f\u0629 \u0648\u0645\u0646\u0627\u0633\u0628 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629. \u0625\u0644\u064a\u0643 \u0646\u0638\u0631\u0629 \u0623\u0642\u0631\u0628 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0623\u0631\u0628\u0639\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629:<\/p>\n
Comprender los chatbots basados en reglas<\/h3>\n
\u062a\u0639\u0645\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f\u060c \u0648\u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0623\u064a\u0636\u064b\u0627 \u0628\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0645\u0646 \u0627\u0644\u0642\u0648\u0627\u0639\u062f. \u062a\u0642\u0648\u0645 \u0628\u062a\u062d\u0644\u064a\u0644 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0643\u0644\u0645\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u062d\u062f\u062f\u0629 \u0648\u062a\u0633\u062a\u062c\u064a\u0628 \u0648\u0641\u0642\u064b\u0627 \u0644\u0630\u0644\u0643. \u0628\u064a\u0646\u0645\u0627 \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u0642\u062f \u062a\u0648\u0627\u062c\u0647 \u0635\u0639\u0648\u0628\u0629 \u0645\u0639 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0623\u0648 \u0627\u0644\u062f\u0642\u064a\u0642\u0629. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0627\u062f\u0629\u064b \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u062d\u064a\u062b \u062a\u0648\u062c\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0633\u0644\u0633\u0644\u0629 \u0645\u0646 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062d\u062a\u0627\u062c\u0648\u0646\u0647\u0627. \u0648\u0647\u0630\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0641\u0639\u0627\u0644\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/p>\n
\u0635\u0639\u0648\u062f \u0627\u0644\u062f\u0631\u062f\u0634\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<\/h3>\n
\u062a\u0645\u062b\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\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\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0634\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0648\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u062a\u0642\u062f\u0645\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u062a\u0633\u062a\u062e\u062f\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a NLP \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0641\u0647\u0645 \u0648\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0625\u062c\u0631\u0627\u0621 \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0623\u0643\u062b\u0631 \u0637\u0628\u064a\u0639\u064a\u0629. \u062a\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f\u0647\u0627 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0641\u0647\u0645\u064b\u0627 \u0623\u0639\u0645\u0642 \u0644\u0646\u0648\u0627\u064a\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0623\u062e\u0631\u0649\u060c \u062a\u0642\u0648\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0628\u062a\u062d\u0644\u064a\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u0639\u0632\u064a\u0632 \u0623\u062f\u0627\u0626\u0647\u0627\u060c \u0645\u062a\u0643\u064a\u0641\u0629 \u0645\u0639 \u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0623\u0643\u062b\u0631 \u062f\u0642\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0634\u062e\u0635\u064a.<\/p>\n
\u0644\u0645\u0646 \u064a\u0647\u062a\u0645 \u0628\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0634\u0643\u0644 \u0623\u0639\u0645\u0642\u060c \u064a\u064f\u0646\u0635\u062d \u0628\u0623\u062e\u0630 \u062f\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062c\u0627\u0646\u064b\u0627<\/a> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0639\u0631\u0641\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0645\u0647\u0627\u0631\u0627\u062a \u0639\u0645\u0644\u064a\u0629. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0648\u0641\u0631 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Brain Pod AI<\/a> \u062d\u0644\u0648\u0644 \u0645\u0628\u062a\u0643\u0631\u0629 \u0648\u0645\u0648\u0627\u0631\u062f \u0644\u0628\u0646\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629.<\/p>\n\u0645\u0627 \u0647\u0648 \u0631\u0627\u062a\u0628 \u0645\u0646\u0634\u0626 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u061f<\/h2>\n
\u064a\u062e\u062a\u0644\u0641 \u0631\u0627\u062a\u0628 \u0645\u0646\u0634\u0626 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0627\u0644\u0645\u0639\u0631\u0648\u0641 \u0623\u064a\u0636\u064b\u0627 \u0628\u0645\u0637\u0648\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u062e\u0628\u0631\u0629 \u0648\u0627\u0644\u0645\u0648\u0642\u0639 \u0648\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u064a\u062a\u0639\u0627\u0645\u0644\u0648\u0646 \u0645\u0639\u0647\u0627. \u0627\u0639\u062a\u0628\u0627\u0631\u064b\u0627 \u0645\u0646 \u0639\u0627\u0645 2025\u060c \u064a\u064f\u0642\u062f\u0651\u0631 \u0625\u062c\u0645\u0627\u0644\u064a \u0627\u0644\u0631\u0627\u062a\u0628 \u0644\u0645\u0637\u0648\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0628\u062d\u0648\u0627\u0644\u064a $87,088 \u0633\u0646\u0648\u064a\u064b\u0627\u060c \u0645\u0639 \u0645\u062a\u0648\u0633\u0637 \u0631\u0627\u062a\u0628 \u0623\u0633\u0627\u0633\u064a \u062d\u0648\u0627\u0644\u064a $80,437 \u0633\u0646\u0648\u064a\u064b\u0627. \u062a\u0633\u062a\u0646\u062f \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0631\u0627\u062a\u0628 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0640 Glassdoor\u060c \u0627\u0644\u0630\u064a \u064a\u062c\u0645\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0628\u0644\u0627\u062f.<\/p>\n
\u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u064a\u0645\u0643\u0646 \u0644\u0645\u0637\u0648\u0631\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062a\u0648\u0642\u0639 \u0631\u0648\u0627\u062a\u0628 \u0645\u062a\u0641\u0627\u0648\u062a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644:<\/p>\n
\n- \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u0628\u0631\u0629<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0645\u0637\u0648\u0631\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u062a\u0648\u0642\u0639 \u0643\u0633\u0628 \u0645\u0627 \u0628\u064a\u0646 $60,000 \u0648$75,000 \u0633\u0646\u0648\u064a\u064b\u0627\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0645\u0643\u0646 \u0644\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u0644\u062f\u064a\u0647\u0645 \u0639\u062f\u0629 \u0633\u0646\u0648\u0627\u062a \u0645\u0646 \u0627\u0644\u062e\u0628\u0631\u0629 \u0643\u0633\u0628 \u0623\u0643\u062b\u0631 \u0645\u0646 $100,000 \u0623\u0648 \u0623\u0643\u062b\u0631.<\/li>\n
- \u0627\u0644\u0645\u0648\u0642\u0639<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u062a\u0644\u0641 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u062d\u0633\u0628 \u0627\u0644\u0645\u0646\u0637\u0642\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0642\u062f \u064a\u0643\u0633\u0628 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0641\u064a \u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u062b\u0644 \u0633\u0627\u0646 \u0641\u0631\u0627\u0646\u0633\u064a\u0633\u0643\u0648 \u0623\u0648 \u0645\u062f\u064a\u0646\u0629 \u0646\u064a\u0648\u064a\u0648\u0631\u0643 \u0631\u0648\u0627\u062a\u0628 \u0623\u0639\u0644\u0649 \u0628\u0633\u0628\u0628 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0639\u064a\u0634\u0629 \u0648\u0637\u0644\u0628 \u0627\u0644\u0645\u0648\u0627\u0647\u0628 \u0627\u0644\u062a\u0642\u0646\u064a\u0629.<\/li>\n
- \u0627\u0644\u0635\u0646\u0627\u0639\u0629<\/strong>: \u0642\u062f \u064a\u062d\u0642\u0642 \u0645\u0637\u0648\u0631\u0648 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u0645\u0644\u0648\u0646 \u0641\u064a \u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0623\u0648 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0623\u0648 \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0631\u0648\u0627\u062a\u0628 \u0623\u0639\u0644\u0649 \u0628\u0633\u0628\u0628 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/li>\n
- \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0641\u064a \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 (\u0645\u062b\u0644 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a\u060c \u0623\u0648 C#)\u060c \u0648\u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0628\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a> \u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0643\u0633\u0628 \u0627\u0644\u0645\u0637\u0648\u0631.<\/li>\n<\/ul>\n
\u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u0624\u062b\u0631\u0629 \u0641\u064a \u0631\u0648\u0627\u062a\u0628 \u0645\u0646\u0634\u0626\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u062a\u0624\u062b\u0631 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644 \u0631\u0626\u064a\u0633\u064a\u0629 \u0639\u0644\u0649 \u0631\u0627\u062a\u0628 \u0645\u0646\u0634\u0626\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629:<\/p>\n
\n- \u0637\u0644\u0628 \u0627\u0644\u0633\u0648\u0642<\/strong>: \u0645\u0639 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0639\u0644\u0649 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u060c \u064a\u0633\u062a\u0645\u0631 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0644\u0645\u0647\u0631\u0629 \u0641\u064a \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639\u060c \u0645\u0645\u0627 \u0642\u062f \u064a\u062f\u0641\u0639 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0625\u0644\u0649 \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639.<\/li>\n
- \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0634\u0631\u0648\u0639<\/strong>: \u0642\u062f \u064a\u062d\u0635\u0644 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u0639\u0627\u0645\u0644\u0648\u0646 \u0645\u0639 \u0645\u0634\u0627\u0631\u064a\u0639 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627\u060c \u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0648\u0638\u0627\u0626\u0641 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062a\u0642\u062f\u0645\u0629 \u0623\u0648 \u062a\u0643\u0627\u0645\u0644\u0627\u062a \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0639\u0644\u0649 \u0631\u0648\u0627\u062a\u0628 \u0623\u0639\u0644\u0649.<\/li>\n
- \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062b\u0631 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0627\u062a \u0623\u0648 \u062f\u0631\u062c\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629 \u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0623\u0648 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0628\u0634\u0643\u0644 \u0625\u064a\u062c\u0627\u0628\u064a \u0639\u0644\u0649 \u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0631\u0648\u0627\u062a\u0628.<\/li>\n<\/ul>\n
\u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0624\u0649\u060c \u064a\u0631\u062c\u0649 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0645\u0635\u0627\u062f\u0631 \u0645\u062b\u0644 \u0645\u0643\u062a\u0628 \u0625\u062d\u0635\u0627\u0621\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a (BLS)<\/a> \u0648\u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0645\u0646 \u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629.<\/p>\n\u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0646\u064a \u062a\u062f\u0631\u064a\u0628 \u062f\u0631\u062f\u0634\u062a\u064a \u0627\u0644\u062e\u0627\u0635\u0629\u061f<\/h2>\n
Training your own chatbot involves a systematic approach to ensure it meets user needs effectively. Here\u2019s a step-by-step guide to help you through the process:<\/p>\n
Step-by-Step Guide to Training a Chatbot<\/h3>\n
1. **Determine the Chatbot Use Cases**: Identify specific scenarios where your chatbot will add value, such as customer support, lead generation, or information retrieval. This clarity will guide the design and functionality of your chatbot.<\/p>\n
2. **Define User Intent**: Understand what users are trying to achieve when they interact with your chatbot. Utilize frameworks like the Intent Classification Model to categorize user intents effectively.<\/p>\n
3. **Analyze Conversation History**: Review past interactions to identify common queries and pain points. Tools like Google Analytics can help track user behavior and preferences, providing insights into what users typically ask.<\/p>\n
4. **Generate Variations of User Queries**: Create diverse examples of how users might phrase their questions. This can include synonyms, slang, and different sentence structures to ensure your chatbot understands a wide range of inputs.<\/p>\n
5. **Ensure Keywords Match Intent**: Optimize your chatbot\u2019s responses by incorporating relevant keywords that align with user intent. This not only improves understanding but also enhances the chatbot\u2019s ability to provide accurate answers.<\/p>\n
6. **Teach Your Team Members How to Train Bots**: Provide training sessions for your team on best practices for chatbot training. This includes understanding natural language processing (NLP) and using platforms like Dialogflow or Microsoft Bot Framework.<\/p>\n
7. **Give Your Chatbot a Personality**: Develop a consistent tone and style for your chatbot that reflects your brand. This can enhance user engagement and make interactions feel more human-like.<\/p>\n
8. **Revise and Improve Regularly**: Continuously monitor chatbot performance and user feedback. Use A\/B testing to experiment with different responses and improve the chatbot\u2019s effectiveness over time.<\/p>\n
For practical implementation, consider using platforms like \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a>, which allows for easy integration and training of chatbots within social media environments. By leveraging these tools, you can streamline the training process and enhance user interactions.<\/p>\nTools and Resources for Effective Chatbot Training<\/h3>\n
To successfully train your chatbot, utilizing the right tools and resources is crucial. Here are some recommended options:<\/p>\n
\u2013 **Messenger Bot**: This platform provides comprehensive features for chatbot training, including automated responses and workflow automation. You can start your journey with a \u062a\u062c\u0631\u0628\u0629 \u0645\u062c\u0627\u0646\u064a\u0629<\/a> to explore its capabilities.<\/p>\n\u2013 **Dialogflow**: A powerful tool for building conversational interfaces, Dialogflow offers robust NLP capabilities that can help you define user intents and manage conversation flows effectively.<\/p>\n
\u2013 **Microsoft Bot Framework**: This framework provides a rich set of tools for developing and deploying chatbots across various channels, making it a versatile option for businesses.<\/p>\n
\u2013 **Brain Pod AI**: For those looking for advanced AI solutions, Brain Pod AI<\/a> offers a range of services, including an AI chat assistant that can enhance your chatbot\u2019s functionality.<\/p>\nBy leveraging these tools and following the outlined steps, you can effectively train your chatbot to meet user expectations and improve engagement.<\/p>\n
![\"\"](\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/02\/chatbot-course-2345174-png.avif\" "\\"\\"")
<\/img><\/p>\n
How Long Does It Take to Learn Chatbot?<\/h2>\n
The time it takes to learn how to create a chatbot can vary significantly based on several factors, including your prior programming experience, the complexity of the chatbot, and the tools you choose to use. Here\u2019s a breakdown of the learning timeline:<\/p>\n
\n- Basic Understanding (1-2 weeks)<\/strong>: If you are new to programming, you may need to start with foundational concepts. Online platforms like Codecademy<\/a> \u0623\u0648 freeCodeCamp<\/a> offer introductory courses in programming languages such as Python or JavaScript, which are commonly used in chatbot development.<\/li>\n
- Familiarization with Chatbot Frameworks (2-4 weeks)<\/strong>: Once you have a grasp of basic programming, you can begin to explore chatbot frameworks such as Microsoft Bot Framework, Dialogflow, or Rasa. Each of these platforms has extensive documentation and tutorials that can help you get started quickly.<\/li>\n
- Building a Simple Chatbot (2-6 weeks)<\/strong>: After familiarizing yourself with the frameworks, you can start building a simple chatbot. This process involves designing conversation flows, integrating APIs, and testing the bot. Depending on the complexity, this stage can take anywhere from two to six weeks.<\/li>\n
- \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 (4-8 \u0623\u0633\u0627\u0628\u064a\u0639)<\/strong>: \u0644\u062a\u0639\u0632\u064a\u0632 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0645\u064a\u0632\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0642\u062f \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0648\u0642\u062a \u0625\u0636\u0627\u0641\u064a \u0644\u062a\u0639\u0644\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645. \u0642\u062f \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u062f\u0631\u0627\u0633\u0629 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 TensorFlow \u0623\u0648 spaCy \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/li>\n
- \u0627\u0644\u0646\u0634\u0631 \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629 (1-2 \u0623\u0633\u0627\u0628\u064a\u0639)<\/strong>: \u0623\u062e\u064a\u0631\u064b\u0627\u060c \u064a\u062a\u0637\u0644\u0628 \u0646\u0634\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631 \u0623\u0648 \u0633\u0644\u0627\u0643 \u0641\u0647\u0645 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a. \u0633\u062a\u0643\u0648\u0646 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0645\u0647\u0627\u0645 \u0645\u0633\u062a\u0645\u0631\u0629 \u0623\u062b\u0646\u0627\u0621 \u062c\u0645\u0639\u0643 \u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a.<\/li>\n<\/ol>\n
\u0628\u0634\u0643\u0644 \u0625\u062c\u0645\u0627\u0644\u064a\u060c \u064a\u0645\u0643\u0646\u0643 \u0623\u0646 \u062a\u062a\u0648\u0642\u0639 \u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0645\u0627 \u0628\u064a\u0646 10 \u0623\u0633\u0627\u0628\u064a\u0639 \u0625\u0644\u0649 \u0639\u062f\u0629 \u0623\u0634\u0647\u0631 \u0644\u062a\u0635\u0628\u062d \u0628\u0627\u0631\u0639\u064b\u0627 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642\u0643 \u0648\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0630\u064a \u062a\u0631\u063a\u0628 \u0641\u064a \u0625\u0646\u0634\u0627\u0626\u0647. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0631\u0627\u0621\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0645\u0648\u0627\u0631\u062f \u0645\u0646 \u0645\u0648\u0627\u0642\u0639 \u0645\u0648\u062b\u0648\u0642\u0629 \u0645\u062b\u0644 \u0645\u062c\u0644\u0629 Chatbot<\/a> \u0648\u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0644\u0623\u0637\u0631 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629.<\/p>\n\u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0644\u062a\u0639\u0644\u0645 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u0641\u0647\u0645 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0644\u062a\u0639\u0644\u0645 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u062d\u0627\u0633\u0645 \u0644\u062a\u062d\u062f\u064a\u062f \u062a\u0648\u0642\u0639\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629. \u0625\u0644\u064a\u0643 \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0645\u062e\u062a\u0635\u0631\u0629:<\/p>\n
\n- \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646:<\/strong> 1-2 \u0623\u0633\u0627\u0628\u064a\u0639 \u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/li>\n
- \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062a\u0648\u0633\u0637:<\/strong> 2-4 \u0623\u0633\u0627\u0628\u064a\u0639 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0623\u0637\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629.<\/li>\n
- \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0639\u0645\u0644\u064a:<\/strong> 2-6 \u0623\u0633\u0627\u0628\u064a\u0639 \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0628\u0633\u064a\u0637.<\/li>\n
- \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u062a\u0642\u062f\u0645:<\/strong> 4-8 \u0623\u0633\u0627\u0628\u064a\u0639 \u0644\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646.<\/li>\n
- \u0646\u0634\u0631:<\/strong> 1-2 \u0623\u0633\u0627\u0628\u064a\u0639 \u0644\u0644\u0646\u0634\u0631 \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629.<\/li>\n<\/ul>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062a\u0628\u0627\u0639 \u0645\u0633\u0627\u0631 \u062a\u0639\u0644\u0645 \u0645\u0646\u0638\u0645\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u0646\u0642\u0644 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0628\u0631 \u062a\u0639\u0642\u064a\u062f\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u062a\u0639\u0632\u064a\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/p>\n
\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u062c\u0644\u0629 \u0644\u062f\u0648\u0631\u0627\u062a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u0644\u0645\u0646 \u064a\u0633\u0639\u0648\u0646 \u0644\u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u0645\u060c \u064a\u064f\u0646\u0635\u062d \u0628\u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0641\u064a \u062f\u0648\u0631\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062c\u0627\u0646\u064b\u0627<\/a> \u062a\u0642\u062f\u0645 \u0648\u062d\u062f\u0627\u062a \u062a\u062f\u0631\u064a\u0628 \u0645\u0643\u062b\u0641\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0627\u062a:<\/p>\n\n- \u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0639\u0644\u0645.<\/li>\n
- \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u0639\u0644\u0645\u064a\u0646 \u062e\u0628\u0631\u0627\u0621 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/li>\n
- \u0645\u0648\u0627\u0631\u062f \u0648\u0623\u062f\u0648\u0627\u062a \u062a\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u0645.<\/li>\n<\/ul>\n
\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u062c\u0644\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0625\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0644\u062a\u0635\u0628\u062d \u0628\u0627\u0631\u0639\u064b\u0627 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0643 \u062a\u0646\u0641\u064a\u0630 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0628\u0633\u0631\u0639\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629.<\/p>\n
\u0643\u064a\u0641 \u062a\u0635\u0628\u062d \u062e\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u061f<\/h2>\n
\u0644\u062a\u0635\u0628\u062d \u062e\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0627\u062a\u0628\u0639 \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0634\u0645\u0644 \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0648\u0631\u0624\u0649 \u0627\u0644\u0635\u0646\u0627\u0639\u0629:<\/p>\n
\n- \u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/strong>: \u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0642\u0648\u064a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP). \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0641\u0639\u0627\u0644\u0629. \u0645\u0648\u0627\u0631\u062f \u0645\u062b\u0644 \"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062f\u0644\u064a\u0644 \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\" \u0645\u0646 \u0645\u0627\u064a\u0643\u0644 \u0646\u064a\u062c\u0646\u064a\u0641\u064a\u0633\u0643\u064a<\/a> \u0648\u062f\u0648\u0631\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Coursera<\/a> \u0623\u0648 edX<\/a> puede proporcionar informaci\u00f3n valiosa.<\/li>\n
- \u062a\u0639\u0644\u0645 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/strong>: \u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0639\u0627\u062f\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0645\u062b\u0644 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a\u060c \u0648\u062c\u0627\u0641\u0627. \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0639\u0644\u0649 \u0648\u062c\u0647 \u0627\u0644\u062e\u0635\u0648\u0635\u060c \u0645\u0641\u0636\u0644 \u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0648\u0645 libraries \u0627\u0644\u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\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 NLTK \u0648 SpaCy.<\/li>\n
- \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0623\u0637\u0631 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong>: \u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u062a\u062c\u0631\u0628\u0629 \u0639\u0645\u0644\u064a\u0629 \u0645\u0639 \u0623\u0637\u0631 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0634\u0647\u064a\u0631\u0629 \u0645\u062b\u0644 Microsoft Bot Framework \u0648 Google Dialogflow \u0648 Rasa. \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0623\u062f\u0648\u0627\u062a \u0648\u0645\u0648\u0627\u0631\u062f \u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u062a\u0643\u0627\u0645\u0644 Dialogflow \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 Google Assistant \u0648 Messenger Bot\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u062e\u064a\u0627\u0631\u0627\u062a \u0646\u0634\u0631 \u0623\u0648\u0633\u0639.<\/li>\n
- \u062f\u0631\u0627\u0633\u0629 \u062a\u0635\u0645\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 (UX)<\/strong>: \u0641\u0647\u0645 \u0645\u0628\u0627\u062f\u0626 \u062a\u0635\u0645\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u062a\u0648\u0641\u0631 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629. \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u0627\u0644\u062a\u0639\u0644\u0645 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0646\u0648\u0627\u064a\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u0643\u064a\u0641\u064a\u0629 \u0647\u064a\u0643\u0644\u0629 \u0627\u0644\u062d\u0648\u0627\u0631\u0627\u062a \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u062b\u0644 \"\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a: \u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0645\u062d\u0627\u062f\u062b\u0629\" \u0644\u0623\u0645\u064a\u0631 \u0634\u064a\u0641\u0627\u062a<\/a> \u0645\u0641\u064a\u062f\u0629.<\/li>\n
- \u0645\u0645\u0627\u0631\u0633\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong>: \u0627\u0628\u062f\u0623 \u0641\u064a \u0628\u0646\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0644\u062a\u0637\u0628\u064a\u0642 \u0645\u0639\u0631\u0641\u062a\u0643 \u0639\u0645\u0644\u064a\u064b\u0627. \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0634\u0627\u062a \u0641\u064a\u0648\u0644<\/a> \u0623\u0648 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a> \u0644\u0644\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629\u060c \u0648\u062a\u0642\u062f\u0645 \u0625\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0623\u0639\u0644\u0627\u0647. \u0648\u062b\u0642 \u0645\u0634\u0627\u0631\u064a\u0639\u0643 \u0644\u0639\u0631\u0636 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u0645\u062d\u0641\u0638\u0629.<\/li>\n
- \u0627\u0628\u0642 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u0629<\/strong>: \u062a\u0627\u0628\u0639 \u0627\u0644\u0645\u062f\u0648\u0646\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u060c \u0648\u0627\u062d\u0636\u0631 \u0627\u0644\u0646\u062f\u0648\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0648\u0634\u0627\u0631\u0643 \u0641\u064a \u0627\u0644\u0645\u0646\u062a\u062f\u064a\u0627\u062a \u0644\u0644\u0628\u0642\u0627\u0621 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629. \u062a\u0648\u0641\u0631 \u0645\u0648\u0627\u0642\u0639 \u0645\u062b\u0644 Revista de Chatbots<\/a> \u0648\u0642\u0633\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a Medium<\/a> \u0631\u0624\u0649 \u0648\u062f\u0631\u0627\u0633\u0627\u062a \u062d\u0627\u0644\u0629 \u0642\u064a\u0645\u0629.<\/li>\n
- \u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646<\/strong>: \u0627\u0646\u0636\u0645 \u0625\u0644\u0649 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0645\u0637\u0648\u0631\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0639\u0634\u0627\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f\u0643 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0644\u064a\u0646\u0643\u062f \u0625\u0646<\/a>, Reddit<\/a>, \u0648\u0627\u0644\u0645\u0646\u062a\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u062e\u0628\u0631\u0627\u0621\u060c \u0648\u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629\u060c \u0648\u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0641\u0631\u0635 \u0627\u0644\u0625\u0631\u0634\u0627\u062f.<\/li>\n
- \u0641\u0643\u0631 \u0641\u064a \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a<\/strong>: \u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0627\u062a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u0645\u0635\u062f\u0627\u0642\u064a\u062a\u0643. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062b\u0628\u062a \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u062e\u0628\u0631\u062a\u0643 \u0644\u0623\u0631\u0628\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646.<\/li>\n<\/ol>\n
\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/h3>\n
\u0644\u062a\u0643\u0648\u0646 \u062e\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n
\n- \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629<\/strong>: \u0627\u062a\u0642\u0646 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629.<\/li>\n
- \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a<\/strong>: \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n
- \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644<\/strong>: \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u062a\u0635\u0627\u0644 \u0634\u0641\u0647\u064a\u0629 \u0648\u0643\u062a\u0627\u0628\u064a\u0629 \u0642\u0648\u064a\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u0639\u0627\u0644\u0629.<\/li>\n
- \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a<\/strong>: \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0648\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- \u0627\u0644\u0625\u0628\u062f\u0627\u0639<\/strong>: \u0627\u0628\u062a\u0643\u0627\u0631 \u062a\u062c\u0627\u0631\u0628 \u0645\u062d\u0627\u062f\u062b\u0629 \u062c\u0630\u0627\u0628\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/li>\n<\/ul>\n
\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627 \u0639\u0644\u0649 \u064a\u0648\u062f\u064a\u0645\u064a \u0648\u0622\u064a \u0628\u064a \u0625\u0645<\/h3>\n
\u0644\u0645\u0646 \u064a\u062a\u0637\u0644\u0639\u0648\u0646 \u0644\u062a\u0639\u0632\u064a\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0647\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0646\u0638\u0645\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627:<\/p>\n
\n- \u062f\u0648\u0631\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0639\u0644\u0649 \u064a\u0648\u062f\u064a\u0645\u064a<\/a>: \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u063a\u0637\u064a \u062c\u0648\u0627\u0646\u0628 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n
- \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0622\u064a \u0628\u064a \u0625\u0645<\/a>: \u0627\u0633\u062a\u0643\u0634\u0641 \u0639\u0631\u0648\u0636 \u0622\u064a \u0628\u064a \u0625\u0645 \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062f\u0631\u0648\u0633 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f.<\/li>\n<\/ul>\n
\u0641\u0631\u0635 \u0639\u0645\u0644 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h2>\n
\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u062a\u0632\u062f\u0627\u062f \u0623\u064a\u0636\u064b\u0627 \u0641\u0631\u0635 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u062a\u0639\u062a\u0631\u0641 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0628\u0642\u064a\u0645\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a. \u062a\u0633\u062a\u0643\u0634\u0641 \u0647\u0630\u0647 \u0627\u0644\u0642\u0633\u0645 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0648\u0643\u064a\u0641\u064a\u0629 \u0628\u0646\u0627\u0621 \u0645\u062d\u0641\u0638\u0629 \u0642\u0648\u064a\u0629 \u0644\u062a\u0623\u0645\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u0631.<\/p>\n
\u0645\u0633\u0627\u0631\u0627\u062a \u0645\u0647\u0646\u064a\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u0647\u0646\u0627\u0643 \u0639\u062f\u0629 \u0645\u0633\u0627\u0631\u0627\u062a \u0645\u0647\u0646\u064a\u0629 \u0636\u0645\u0646 \u0645\u062c\u0627\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0643\u0644 \u0645\u0646\u0647\u0627 \u064a\u0644\u0628\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u0647\u0627\u0631\u0627\u062a \u0648\u0627\u0647\u062a\u0645\u0627\u0645\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629:<\/p>\n
\n- \u0645\u0637\u0648\u0631 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629:<\/strong> \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0648\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062a\u0637\u0644\u0628 \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 \u0623\u0648 \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a. \u064a\u0639\u0645\u0644 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0639\u0644\u0649 \u062f\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0630\u0643\u064a\u0629.<\/li>\n
- \u0645\u0635\u0645\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a:<\/strong> \u062a\u062a\u062e\u0635\u0635 \u0641\u064a \u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u062d\u0648\u0627\u0631 \u0648\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u062a\u062a\u0637\u0644\u0628 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631 \u0641\u0647\u0645\u064b\u0627 \u0639\u0645\u064a\u0642\u064b\u0627 \u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0641\u0639\u0627\u0644\u0629.<\/li>\n
- \u0645\u062f\u0631\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f\u0647\u0627 \u0648\u062a\u0641\u0627\u0639\u0644\u0627\u062a\u0647\u0627. \u062a\u062a\u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631 \u062a\u062d\u0644\u064a\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0646\u0642\u064a\u062d \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a.<\/li>\n
- \u0645\u062f\u064a\u0631 \u0627\u0644\u0645\u0646\u062a\u062c:<\/strong> \u064a\u0634\u0631\u0641 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0648\u0646\u0634\u0631 \u062d\u0644\u0648\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0645\u0639 \u0636\u0645\u0627\u0646 \u062a\u0644\u0628\u064a\u062a\u0647\u0627 \u0644\u0644\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n
- \u0623\u062e\u0635\u0627\u0626\u064a \u062a\u0633\u0648\u064a\u0642:<\/strong> \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646 \u0648\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0645\u0645\u0627 \u064a\u062a\u0637\u0644\u0628 \u0645\u0639\u0631\u0641\u0629 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0627\u0644\u0631\u0642\u0645\u064a.<\/li>\n<\/ul>\n
\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062a\u0637\u0644\u0628 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u0631 \u0645\u0632\u064a\u062c\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u0627\u0644\u0625\u0628\u062f\u0627\u0639 \u0648\u0641\u0647\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0634\u0631\u0643\u0627\u062a \u0645\u062b\u0644 Brain Pod AI<\/a> \u0648\u063a\u064a\u0631\u0647\u0627 \u0641\u064a \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u062a\u0648\u0633\u0639 \u0627\u0644\u0641\u0631\u0635 \u0644\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0633\u0631\u0639\u0629.<\/p>\n\u0628\u0646\u0627\u0621 \u0645\u062d\u0641\u0638\u0629 \u0644\u0623\u062f\u0648\u0627\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u0641\u0638\u0629 \u0642\u0648\u064a\u0629 \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u0623\u064a \u0634\u062e\u0635 \u064a\u062a\u0637\u0644\u0639 \u0644\u062f\u062e\u0648\u0644 \u0645\u062c\u0627\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647\u0627:<\/p>\n
\n- \u0639\u0631\u0636 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639:<\/strong> \u062a\u0636\u0645\u064a\u0646 \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 \u0627\u0644\u062a\u064a \u0642\u0645\u062a \u0628\u062a\u0637\u0648\u064a\u0631\u0647\u0627 \u0623\u0648 \u0627\u0644\u0645\u0633\u0627\u0647\u0645\u0629 \u0641\u064a\u0647\u0627. \u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0648\u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u062d\u0644\u0647\u0627.<\/li>\n
- \u062a\u0648\u062b\u064a\u0642 \u0639\u0645\u0644\u064a\u062a\u0643:<\/strong> \u062a\u0642\u062f\u064a\u0645 \u0631\u0624\u0649 \u062d\u0648\u0644 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631\u0643\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u0648\u0627\u062c\u0647\u062a\u0647\u0627 \u0648\u0643\u064a\u0641 \u062a\u063a\u0644\u0628\u062a \u0639\u0644\u064a\u0647\u0627. \u0647\u0630\u0627 \u064a\u064f\u0638\u0647\u0631 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a.<\/li>\n
- \u062a\u0636\u0645\u064a\u0646 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646:<\/strong> \u0625\u0630\u0627 \u0623\u0645\u0643\u0646\u060c \u0627\u062c\u0645\u0639 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0623\u0648 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u062a\u0641\u0627\u0639\u0644\u0648\u0627 \u0645\u0639 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u062d\u0641\u0638\u062a\u0643 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/li>\n
- Aprendizaje Continuo:<\/strong> \u0627\u0628\u0642\u064e \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0641\u0643\u0631 \u0641\u064a \u0623\u062e\u0630 \u062f\u0648\u0631\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062c\u0627\u0646\u064b\u0627<\/a> \u0644\u062a\u0639\u0632\u064a\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0648\u0645\u0639\u0631\u0641\u062a\u0643.<\/li>\n<\/ul>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062a\u0628\u0627\u0639 \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u0641\u0638\u0629 \u062c\u0630\u0627\u0628\u0629 \u062a\u0639\u0631\u0636 \u062e\u0628\u0631\u062a\u0643 \u0648\u062a\u062c\u0630\u0628 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062a\u0646\u0627\u0645\u064a.<\/p>\n<\/span>","protected":false},"excerpt":{"rendered":"In today’s digital landscape, mastering chatbot development is not just a trend; it’s a necessity for anyone looking to enhance their skills in artificial intelligence and customer engagement. This ultimate guide to a chatbot course will provide you with valuable insights into the world of chatbots, from understanding the different types available to exploring the […]<\/p>\n","protected":false},"author":14928,"featured_media":254110,"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-254109","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\/254109","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=254109"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/254109\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/254110"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=254109"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=254109"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=254109"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0648\u0627\u0631\u062f\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0643\u062a\u0633\u0627\u0628 \u0641\u0647\u0645 \u0642\u0648\u064a \u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0648\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u062a\u0635\u0645\u064a\u0645\u060c \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0639\u0643 \u0641\u064a \u0645\u0648\u0642\u0639 \u062c\u064a\u062f \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u062a\u0637\u0648\u0631 \u0628\u0633\u0631\u0639\u0629.<\/p>\n
\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/h3>\n
\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u062a\u0639\u0644\u0645 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0648\u062a\u0648\u0641\u064a\u0631 \u0628\u0631\u0627\u0645\u062c \u0647\u064a\u0643\u0644\u064a\u0629 \u0648\u0634\u0647\u0627\u062f\u0627\u062a:<\/p>\n
- \n
- \u062a\u0637\u0648\u064a\u0631 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0644\u0645\u0633\u0646\u062c\u0631<\/strong>: \u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u0647\u062a\u0645\u064b\u0627 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0628\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u0644\u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0633\u0646\u062c\u0631\u060c \u0641\u0643\u0631 \u0641\u064a \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u064a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0644\u0645\u0633\u0646\u062c\u0631. \u062a\u0648\u0641\u0631 \u0648\u062b\u0627\u0626\u0642 \u0641\u064a\u0633\u0628\u0648\u0643 \u0646\u0641\u0633\u0647\u0627 \u062f\u0644\u064a\u0644\u064b\u0627 \u0645\u0641\u0635\u0644\u064b\u0627 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u0644\u0645\u0633\u0646\u062c\u0631\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n
- Brain Pod AI<\/strong>: \u0627\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0639\u0631\u0648\u0636 \u0641\u064a Brain Pod AI<\/a>, \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644\u064b\u0627 \u0645\u062a\u0646\u0648\u0639\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0623\u062f\u0648\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u062a\u062c\u0631\u0628\u062a\u0643 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629.<\/li>\n
- \u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a<\/strong>: \u062a\u062d\u062a\u0648\u064a \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Stack Overflow \u0648Reddit \u0639\u0644\u0649 \u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0645\u062e\u0635\u0635\u0629 \u062d\u064a\u062b \u064a\u0645\u0643\u0646\u0643 \u0637\u0631\u062d \u0627\u0644\u0623\u0633\u0626\u0644\u0629\u060c \u0648\u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629.<\/li>\n<\/ul>\n
\u0633\u064a\u0633\u0627\u0639\u062f\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0644\u064a\u0633 \u0641\u0642\u0637 \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0648\u0644\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u0641\u064a \u0625\u0628\u0642\u0627\u0626\u0643 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629.<\/p>\n
<\/img><\/p>\n\u00bfQu\u00e9 tipos de chatbots existen?<\/h2>\n
\u0641\u0647\u0645 \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u0623\u064a \u0634\u062e\u0635 \u064a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0645\u0642 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0623\u0648 \u062a\u0639\u0632\u064a\u0632 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647. \u0643\u0644 \u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u064a\u0624\u062f\u064a \u0648\u0638\u0627\u0626\u0641 \u0641\u0631\u064a\u062f\u0629 \u0648\u0645\u0646\u0627\u0633\u0628 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629. \u0625\u0644\u064a\u0643 \u0646\u0638\u0631\u0629 \u0623\u0642\u0631\u0628 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0623\u0631\u0628\u0639\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629:<\/p>\n
Comprender los chatbots basados en reglas<\/h3>\n
\u062a\u0639\u0645\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f\u060c \u0648\u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0623\u064a\u0636\u064b\u0627 \u0628\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0645\u0646 \u0627\u0644\u0642\u0648\u0627\u0639\u062f. \u062a\u0642\u0648\u0645 \u0628\u062a\u062d\u0644\u064a\u0644 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0643\u0644\u0645\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u062d\u062f\u062f\u0629 \u0648\u062a\u0633\u062a\u062c\u064a\u0628 \u0648\u0641\u0642\u064b\u0627 \u0644\u0630\u0644\u0643. \u0628\u064a\u0646\u0645\u0627 \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0627 \u0642\u062f \u062a\u0648\u0627\u062c\u0647 \u0635\u0639\u0648\u0628\u0629 \u0645\u0639 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0623\u0648 \u0627\u0644\u062f\u0642\u064a\u0642\u0629. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0627\u062f\u0629\u064b \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u062d\u064a\u062b \u062a\u0648\u062c\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0633\u0644\u0633\u0644\u0629 \u0645\u0646 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062d\u062a\u0627\u062c\u0648\u0646\u0647\u0627. \u0648\u0647\u0630\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0641\u0639\u0627\u0644\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/p>\n
\u0635\u0639\u0648\u062f \u0627\u0644\u062f\u0631\u062f\u0634\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<\/h3>\n
\u062a\u0645\u062b\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\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\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0634\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0648\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u062a\u0642\u062f\u0645\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u062a\u0633\u062a\u062e\u062f\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a NLP \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0641\u0647\u0645 \u0648\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0625\u062c\u0631\u0627\u0621 \u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0623\u0643\u062b\u0631 \u0637\u0628\u064a\u0639\u064a\u0629. \u062a\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f\u0647\u0627 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0641\u0647\u0645\u064b\u0627 \u0623\u0639\u0645\u0642 \u0644\u0646\u0648\u0627\u064a\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0623\u062e\u0631\u0649\u060c \u062a\u0642\u0648\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0628\u062a\u062d\u0644\u064a\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u0639\u0632\u064a\u0632 \u0623\u062f\u0627\u0626\u0647\u0627\u060c \u0645\u062a\u0643\u064a\u0641\u0629 \u0645\u0639 \u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0623\u0643\u062b\u0631 \u062f\u0642\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0634\u062e\u0635\u064a.<\/p>\n
\u0644\u0645\u0646 \u064a\u0647\u062a\u0645 \u0628\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0634\u0643\u0644 \u0623\u0639\u0645\u0642\u060c \u064a\u064f\u0646\u0635\u062d \u0628\u0623\u062e\u0630 \u062f\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062c\u0627\u0646\u064b\u0627<\/a> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0639\u0631\u0641\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0645\u0647\u0627\u0631\u0627\u062a \u0639\u0645\u0644\u064a\u0629. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0648\u0641\u0631 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Brain Pod AI<\/a> \u062d\u0644\u0648\u0644 \u0645\u0628\u062a\u0643\u0631\u0629 \u0648\u0645\u0648\u0627\u0631\u062f \u0644\u0628\u0646\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629.<\/p>\n
\u0645\u0627 \u0647\u0648 \u0631\u0627\u062a\u0628 \u0645\u0646\u0634\u0626 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u061f<\/h2>\n
\u064a\u062e\u062a\u0644\u0641 \u0631\u0627\u062a\u0628 \u0645\u0646\u0634\u0626 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0627\u0644\u0645\u0639\u0631\u0648\u0641 \u0623\u064a\u0636\u064b\u0627 \u0628\u0645\u0637\u0648\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u062e\u0628\u0631\u0629 \u0648\u0627\u0644\u0645\u0648\u0642\u0639 \u0648\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u064a\u062a\u0639\u0627\u0645\u0644\u0648\u0646 \u0645\u0639\u0647\u0627. \u0627\u0639\u062a\u0628\u0627\u0631\u064b\u0627 \u0645\u0646 \u0639\u0627\u0645 2025\u060c \u064a\u064f\u0642\u062f\u0651\u0631 \u0625\u062c\u0645\u0627\u0644\u064a \u0627\u0644\u0631\u0627\u062a\u0628 \u0644\u0645\u0637\u0648\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0641\u064a \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u062f\u0629 \u0628\u062d\u0648\u0627\u0644\u064a $87,088 \u0633\u0646\u0648\u064a\u064b\u0627\u060c \u0645\u0639 \u0645\u062a\u0648\u0633\u0637 \u0631\u0627\u062a\u0628 \u0623\u0633\u0627\u0633\u064a \u062d\u0648\u0627\u0644\u064a $80,437 \u0633\u0646\u0648\u064a\u064b\u0627. \u062a\u0633\u062a\u0646\u062f \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0631\u0627\u062a\u0628 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0640 Glassdoor\u060c \u0627\u0644\u0630\u064a \u064a\u062c\u0645\u0639 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0628\u0644\u0627\u062f.<\/p>\n
\u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u064a\u0645\u0643\u0646 \u0644\u0645\u0637\u0648\u0631\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062a\u0648\u0642\u0639 \u0631\u0648\u0627\u062a\u0628 \u0645\u062a\u0641\u0627\u0648\u062a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644:<\/p>\n
- \n
- \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u0628\u0631\u0629<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0645\u0637\u0648\u0631\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u062a\u0648\u0642\u0639 \u0643\u0633\u0628 \u0645\u0627 \u0628\u064a\u0646 $60,000 \u0648$75,000 \u0633\u0646\u0648\u064a\u064b\u0627\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0645\u0643\u0646 \u0644\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u0644\u062f\u064a\u0647\u0645 \u0639\u062f\u0629 \u0633\u0646\u0648\u0627\u062a \u0645\u0646 \u0627\u0644\u062e\u0628\u0631\u0629 \u0643\u0633\u0628 \u0623\u0643\u062b\u0631 \u0645\u0646 $100,000 \u0623\u0648 \u0623\u0643\u062b\u0631.<\/li>\n
- \u0627\u0644\u0645\u0648\u0642\u0639<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u062a\u0644\u0641 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u062d\u0633\u0628 \u0627\u0644\u0645\u0646\u0637\u0642\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0642\u062f \u064a\u0643\u0633\u0628 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0641\u064a \u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u062b\u0644 \u0633\u0627\u0646 \u0641\u0631\u0627\u0646\u0633\u064a\u0633\u0643\u0648 \u0623\u0648 \u0645\u062f\u064a\u0646\u0629 \u0646\u064a\u0648\u064a\u0648\u0631\u0643 \u0631\u0648\u0627\u062a\u0628 \u0623\u0639\u0644\u0649 \u0628\u0633\u0628\u0628 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0639\u064a\u0634\u0629 \u0648\u0637\u0644\u0628 \u0627\u0644\u0645\u0648\u0627\u0647\u0628 \u0627\u0644\u062a\u0642\u0646\u064a\u0629.<\/li>\n
- \u0627\u0644\u0635\u0646\u0627\u0639\u0629<\/strong>: \u0642\u062f \u064a\u062d\u0642\u0642 \u0645\u0637\u0648\u0631\u0648 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u0645\u0644\u0648\u0646 \u0641\u064a \u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0623\u0648 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0623\u0648 \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0631\u0648\u0627\u062a\u0628 \u0623\u0639\u0644\u0649 \u0628\u0633\u0628\u0628 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/li>\n
- \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0641\u064a \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 (\u0645\u062b\u0644 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a\u060c \u0623\u0648 C#)\u060c \u0648\u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0628\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a> \u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0643\u0633\u0628 \u0627\u0644\u0645\u0637\u0648\u0631.<\/li>\n<\/ul>\n
\u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u0624\u062b\u0631\u0629 \u0641\u064a \u0631\u0648\u0627\u062a\u0628 \u0645\u0646\u0634\u0626\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u062a\u0624\u062b\u0631 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644 \u0631\u0626\u064a\u0633\u064a\u0629 \u0639\u0644\u0649 \u0631\u0627\u062a\u0628 \u0645\u0646\u0634\u0626\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629:<\/p>\n
- \n
- \u0637\u0644\u0628 \u0627\u0644\u0633\u0648\u0642<\/strong>: \u0645\u0639 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0639\u0644\u0649 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u060c \u064a\u0633\u062a\u0645\u0631 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0644\u0645\u0647\u0631\u0629 \u0641\u064a \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639\u060c \u0645\u0645\u0627 \u0642\u062f \u064a\u062f\u0641\u0639 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0625\u0644\u0649 \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639.<\/li>\n
- \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0634\u0631\u0648\u0639<\/strong>: \u0642\u062f \u064a\u062d\u0635\u0644 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u0639\u0627\u0645\u0644\u0648\u0646 \u0645\u0639 \u0645\u0634\u0627\u0631\u064a\u0639 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627\u060c \u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0648\u0638\u0627\u0626\u0641 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062a\u0642\u062f\u0645\u0629 \u0623\u0648 \u062a\u0643\u0627\u0645\u0644\u0627\u062a \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0639\u0644\u0649 \u0631\u0648\u0627\u062a\u0628 \u0623\u0639\u0644\u0649.<\/li>\n
- \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062b\u0631 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0627\u062a \u0623\u0648 \u062f\u0631\u062c\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629 \u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0623\u0648 \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0628\u0634\u0643\u0644 \u0625\u064a\u062c\u0627\u0628\u064a \u0639\u0644\u0649 \u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0631\u0648\u0627\u062a\u0628.<\/li>\n<\/ul>\n
\u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0631\u0624\u0649\u060c \u064a\u0631\u062c\u0649 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0645\u0635\u0627\u062f\u0631 \u0645\u062b\u0644 \u0645\u0643\u062a\u0628 \u0625\u062d\u0635\u0627\u0621\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a (BLS)<\/a> \u0648\u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0645\u0646 \u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629.<\/p>\n
\u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0646\u064a \u062a\u062f\u0631\u064a\u0628 \u062f\u0631\u062f\u0634\u062a\u064a \u0627\u0644\u062e\u0627\u0635\u0629\u061f<\/h2>\n
Training your own chatbot involves a systematic approach to ensure it meets user needs effectively. Here\u2019s a step-by-step guide to help you through the process:<\/p>\n
Step-by-Step Guide to Training a Chatbot<\/h3>\n
1. **Determine the Chatbot Use Cases**: Identify specific scenarios where your chatbot will add value, such as customer support, lead generation, or information retrieval. This clarity will guide the design and functionality of your chatbot.<\/p>\n
2. **Define User Intent**: Understand what users are trying to achieve when they interact with your chatbot. Utilize frameworks like the Intent Classification Model to categorize user intents effectively.<\/p>\n
3. **Analyze Conversation History**: Review past interactions to identify common queries and pain points. Tools like Google Analytics can help track user behavior and preferences, providing insights into what users typically ask.<\/p>\n
4. **Generate Variations of User Queries**: Create diverse examples of how users might phrase their questions. This can include synonyms, slang, and different sentence structures to ensure your chatbot understands a wide range of inputs.<\/p>\n
5. **Ensure Keywords Match Intent**: Optimize your chatbot\u2019s responses by incorporating relevant keywords that align with user intent. This not only improves understanding but also enhances the chatbot\u2019s ability to provide accurate answers.<\/p>\n
6. **Teach Your Team Members How to Train Bots**: Provide training sessions for your team on best practices for chatbot training. This includes understanding natural language processing (NLP) and using platforms like Dialogflow or Microsoft Bot Framework.<\/p>\n
7. **Give Your Chatbot a Personality**: Develop a consistent tone and style for your chatbot that reflects your brand. This can enhance user engagement and make interactions feel more human-like.<\/p>\n
8. **Revise and Improve Regularly**: Continuously monitor chatbot performance and user feedback. Use A\/B testing to experiment with different responses and improve the chatbot\u2019s effectiveness over time.<\/p>\n
For practical implementation, consider using platforms like \u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a>, which allows for easy integration and training of chatbots within social media environments. By leveraging these tools, you can streamline the training process and enhance user interactions.<\/p>\n
Tools and Resources for Effective Chatbot Training<\/h3>\n
To successfully train your chatbot, utilizing the right tools and resources is crucial. Here are some recommended options:<\/p>\n
\u2013 **Messenger Bot**: This platform provides comprehensive features for chatbot training, including automated responses and workflow automation. You can start your journey with a \u062a\u062c\u0631\u0628\u0629 \u0645\u062c\u0627\u0646\u064a\u0629<\/a> to explore its capabilities.<\/p>\n
\u2013 **Dialogflow**: A powerful tool for building conversational interfaces, Dialogflow offers robust NLP capabilities that can help you define user intents and manage conversation flows effectively.<\/p>\n
\u2013 **Microsoft Bot Framework**: This framework provides a rich set of tools for developing and deploying chatbots across various channels, making it a versatile option for businesses.<\/p>\n
\u2013 **Brain Pod AI**: For those looking for advanced AI solutions, Brain Pod AI<\/a> offers a range of services, including an AI chat assistant that can enhance your chatbot\u2019s functionality.<\/p>\n
By leveraging these tools and following the outlined steps, you can effectively train your chatbot to meet user expectations and improve engagement.<\/p>\n
<\/img><\/p>\nHow Long Does It Take to Learn Chatbot?<\/h2>\n
The time it takes to learn how to create a chatbot can vary significantly based on several factors, including your prior programming experience, the complexity of the chatbot, and the tools you choose to use. Here\u2019s a breakdown of the learning timeline:<\/p>\n
- \n
- Basic Understanding (1-2 weeks)<\/strong>: If you are new to programming, you may need to start with foundational concepts. Online platforms like Codecademy<\/a> \u0623\u0648 freeCodeCamp<\/a> offer introductory courses in programming languages such as Python or JavaScript, which are commonly used in chatbot development.<\/li>\n
- Familiarization with Chatbot Frameworks (2-4 weeks)<\/strong>: Once you have a grasp of basic programming, you can begin to explore chatbot frameworks such as Microsoft Bot Framework, Dialogflow, or Rasa. Each of these platforms has extensive documentation and tutorials that can help you get started quickly.<\/li>\n
- Building a Simple Chatbot (2-6 weeks)<\/strong>: After familiarizing yourself with the frameworks, you can start building a simple chatbot. This process involves designing conversation flows, integrating APIs, and testing the bot. Depending on the complexity, this stage can take anywhere from two to six weeks.<\/li>\n
- \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 (4-8 \u0623\u0633\u0627\u0628\u064a\u0639)<\/strong>: \u0644\u062a\u0639\u0632\u064a\u0632 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0645\u064a\u0632\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0648\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0642\u062f \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0648\u0642\u062a \u0625\u0636\u0627\u0641\u064a \u0644\u062a\u0639\u0644\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645. \u0642\u062f \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u062f\u0631\u0627\u0633\u0629 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 TensorFlow \u0623\u0648 spaCy \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/li>\n
- \u0627\u0644\u0646\u0634\u0631 \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629 (1-2 \u0623\u0633\u0627\u0628\u064a\u0639)<\/strong>: \u0623\u062e\u064a\u0631\u064b\u0627\u060c \u064a\u062a\u0637\u0644\u0628 \u0646\u0634\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631 \u0623\u0648 \u0633\u0644\u0627\u0643 \u0641\u0647\u0645 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a. \u0633\u062a\u0643\u0648\u0646 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0645\u0647\u0627\u0645 \u0645\u0633\u062a\u0645\u0631\u0629 \u0623\u062b\u0646\u0627\u0621 \u062c\u0645\u0639\u0643 \u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a.<\/li>\n<\/ol>\n
\u0628\u0634\u0643\u0644 \u0625\u062c\u0645\u0627\u0644\u064a\u060c \u064a\u0645\u0643\u0646\u0643 \u0623\u0646 \u062a\u062a\u0648\u0642\u0639 \u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0645\u0627 \u0628\u064a\u0646 10 \u0623\u0633\u0627\u0628\u064a\u0639 \u0625\u0644\u0649 \u0639\u062f\u0629 \u0623\u0634\u0647\u0631 \u0644\u062a\u0635\u0628\u062d \u0628\u0627\u0631\u0639\u064b\u0627 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642\u0643 \u0648\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0630\u064a \u062a\u0631\u063a\u0628 \u0641\u064a \u0625\u0646\u0634\u0627\u0626\u0647. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0631\u0627\u0621\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0645\u0648\u0627\u0631\u062f \u0645\u0646 \u0645\u0648\u0627\u0642\u0639 \u0645\u0648\u062b\u0648\u0642\u0629 \u0645\u062b\u0644 \u0645\u062c\u0644\u0629 Chatbot<\/a> \u0648\u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0644\u0623\u0637\u0631 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629.<\/p>\n
\u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0644\u062a\u0639\u0644\u0645 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u0641\u0647\u0645 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0644\u062a\u0639\u0644\u0645 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u062d\u0627\u0633\u0645 \u0644\u062a\u062d\u062f\u064a\u062f \u062a\u0648\u0642\u0639\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629. \u0625\u0644\u064a\u0643 \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0645\u062e\u062a\u0635\u0631\u0629:<\/p>\n
- \n
- \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646:<\/strong> 1-2 \u0623\u0633\u0627\u0628\u064a\u0639 \u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/li>\n
- \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062a\u0648\u0633\u0637:<\/strong> 2-4 \u0623\u0633\u0627\u0628\u064a\u0639 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0623\u0637\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629.<\/li>\n
- \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0639\u0645\u0644\u064a:<\/strong> 2-6 \u0623\u0633\u0627\u0628\u064a\u0639 \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0628\u0633\u064a\u0637.<\/li>\n
- \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u062a\u0642\u062f\u0645:<\/strong> 4-8 \u0623\u0633\u0627\u0628\u064a\u0639 \u0644\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646.<\/li>\n
- \u0646\u0634\u0631:<\/strong> 1-2 \u0623\u0633\u0627\u0628\u064a\u0639 \u0644\u0644\u0646\u0634\u0631 \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629.<\/li>\n<\/ul>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062a\u0628\u0627\u0639 \u0645\u0633\u0627\u0631 \u062a\u0639\u0644\u0645 \u0645\u0646\u0638\u0645\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u0646\u0642\u0644 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0628\u0631 \u062a\u0639\u0642\u064a\u062f\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u062a\u0639\u0632\u064a\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/p>\n
\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u062c\u0644\u0629 \u0644\u062f\u0648\u0631\u0627\u062a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n
\u0644\u0645\u0646 \u064a\u0633\u0639\u0648\u0646 \u0644\u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u0645\u060c \u064a\u064f\u0646\u0635\u062d \u0628\u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0641\u064a \u062f\u0648\u0631\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062c\u0627\u0646\u064b\u0627<\/a> \u062a\u0642\u062f\u0645 \u0648\u062d\u062f\u0627\u062a \u062a\u062f\u0631\u064a\u0628 \u0645\u0643\u062b\u0641\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0627\u062a:<\/p>\n
- \n
- \u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062a\u0639\u0644\u0645.<\/li>\n
- \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u0639\u0644\u0645\u064a\u0646 \u062e\u0628\u0631\u0627\u0621 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/li>\n
- \u0645\u0648\u0627\u0631\u062f \u0648\u0623\u062f\u0648\u0627\u062a \u062a\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u0645.<\/li>\n<\/ul>\n
\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u062c\u0644\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0625\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0644\u062a\u0635\u0628\u062d \u0628\u0627\u0631\u0639\u064b\u0627 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0643 \u062a\u0646\u0641\u064a\u0630 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0628\u0633\u0631\u0639\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629.<\/p>\n
\u0643\u064a\u0641 \u062a\u0635\u0628\u062d \u062e\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u061f<\/h2>\n
\u0644\u062a\u0635\u0628\u062d \u062e\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0627\u062a\u0628\u0639 \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0634\u0645\u0644 \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0648\u0631\u0624\u0649 \u0627\u0644\u0635\u0646\u0627\u0639\u0629:<\/p>\n
- \n
- \u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/strong>: \u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0642\u0648\u064a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP). \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0641\u0639\u0627\u0644\u0629. \u0645\u0648\u0627\u0631\u062f \u0645\u062b\u0644 \"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062f\u0644\u064a\u0644 \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\" \u0645\u0646 \u0645\u0627\u064a\u0643\u0644 \u0646\u064a\u062c\u0646\u064a\u0641\u064a\u0633\u0643\u064a<\/a> \u0648\u062f\u0648\u0631\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Coursera<\/a> \u0623\u0648 edX<\/a> puede proporcionar informaci\u00f3n valiosa.<\/li>\n
- \u062a\u0639\u0644\u0645 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/strong>: \u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0639\u0627\u062f\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0645\u062b\u0644 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a\u060c \u0648\u062c\u0627\u0641\u0627. \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0639\u0644\u0649 \u0648\u062c\u0647 \u0627\u0644\u062e\u0635\u0648\u0635\u060c \u0645\u0641\u0636\u0644 \u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0648\u0645 libraries \u0627\u0644\u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\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 NLTK \u0648 SpaCy.<\/li>\n
- \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0623\u0637\u0631 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong>: \u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u062a\u062c\u0631\u0628\u0629 \u0639\u0645\u0644\u064a\u0629 \u0645\u0639 \u0623\u0637\u0631 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0634\u0647\u064a\u0631\u0629 \u0645\u062b\u0644 Microsoft Bot Framework \u0648 Google Dialogflow \u0648 Rasa. \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0623\u062f\u0648\u0627\u062a \u0648\u0645\u0648\u0627\u0631\u062f \u0644\u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u062a\u0643\u0627\u0645\u0644 Dialogflow \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 Google Assistant \u0648 Messenger Bot\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u062e\u064a\u0627\u0631\u0627\u062a \u0646\u0634\u0631 \u0623\u0648\u0633\u0639.<\/li>\n
- \u062f\u0631\u0627\u0633\u0629 \u062a\u0635\u0645\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 (UX)<\/strong>: \u0641\u0647\u0645 \u0645\u0628\u0627\u062f\u0626 \u062a\u0635\u0645\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a \u0622\u0644\u064a\u0629 \u062a\u0648\u0641\u0631 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629. \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u0627\u0644\u062a\u0639\u0644\u0645 \u062d\u0648\u0644 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0646\u0648\u0627\u064a\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u0643\u064a\u0641\u064a\u0629 \u0647\u064a\u0643\u0644\u0629 \u0627\u0644\u062d\u0648\u0627\u0631\u0627\u062a \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u062b\u0644 \"\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a: \u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0645\u062d\u0627\u062f\u062b\u0629\" \u0644\u0623\u0645\u064a\u0631 \u0634\u064a\u0641\u0627\u062a<\/a> \u0645\u0641\u064a\u062f\u0629.<\/li>\n
- \u0645\u0645\u0627\u0631\u0633\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/strong>: \u0627\u0628\u062f\u0623 \u0641\u064a \u0628\u0646\u0627\u0621 \u062f\u0631\u062f\u0634\u0627\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0644\u062a\u0637\u0628\u064a\u0642 \u0645\u0639\u0631\u0641\u062a\u0643 \u0639\u0645\u0644\u064a\u064b\u0627. \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0634\u0627\u062a \u0641\u064a\u0648\u0644<\/a> \u0623\u0648 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/a> \u0644\u0644\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629\u060c \u0648\u062a\u0642\u062f\u0645 \u0625\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0623\u0639\u0644\u0627\u0647. \u0648\u062b\u0642 \u0645\u0634\u0627\u0631\u064a\u0639\u0643 \u0644\u0639\u0631\u0636 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u0645\u062d\u0641\u0638\u0629.<\/li>\n
- \u0627\u0628\u0642 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u0629<\/strong>: \u062a\u0627\u0628\u0639 \u0627\u0644\u0645\u062f\u0648\u0646\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u060c \u0648\u0627\u062d\u0636\u0631 \u0627\u0644\u0646\u062f\u0648\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0648\u0634\u0627\u0631\u0643 \u0641\u064a \u0627\u0644\u0645\u0646\u062a\u062f\u064a\u0627\u062a \u0644\u0644\u0628\u0642\u0627\u0621 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629. \u062a\u0648\u0641\u0631 \u0645\u0648\u0627\u0642\u0639 \u0645\u062b\u0644 Revista de Chatbots<\/a> \u0648\u0642\u0633\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a Medium<\/a> \u0631\u0624\u0649 \u0648\u062f\u0631\u0627\u0633\u0627\u062a \u062d\u0627\u0644\u0629 \u0642\u064a\u0645\u0629.<\/li>\n
- \u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646<\/strong>: \u0627\u0646\u0636\u0645 \u0625\u0644\u0649 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0645\u0637\u0648\u0631\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0639\u0634\u0627\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f\u0643 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0644\u064a\u0646\u0643\u062f \u0625\u0646<\/a>, Reddit<\/a>, \u0648\u0627\u0644\u0645\u0646\u062a\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u062e\u0628\u0631\u0627\u0621\u060c \u0648\u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629\u060c \u0648\u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0641\u0631\u0635 \u0627\u0644\u0625\u0631\u0634\u0627\u062f.<\/li>\n
- \u0641\u0643\u0631 \u0641\u064a \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a<\/strong>: \u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0627\u062a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u0645\u0635\u062f\u0627\u0642\u064a\u062a\u0643. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062b\u0628\u062a \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u062e\u0628\u0631\u062a\u0643 \u0644\u0623\u0631\u0628\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646.<\/li>\n<\/ol>\n
\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629<\/h3>\n
\u0644\u062a\u0643\u0648\u0646 \u062e\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n
- \n
- \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629<\/strong>: \u0627\u062a\u0642\u0646 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629.<\/li>\n
- \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a<\/strong>: \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n
- \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644<\/strong>: \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u062a\u0635\u0627\u0644 \u0634\u0641\u0647\u064a\u0629 \u0648\u0643\u062a\u0627\u0628\u064a\u0629 \u0642\u0648\u064a\u0629 \u0644\u062a\u0635\u0645\u064a\u0645 \u062a\u062f\u0641\u0642\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u0639\u0627\u0644\u0629.<\/li>\n
- \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a<\/strong>: \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0648\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n
- \u0627\u0644\u0625\u0628\u062f\u0627\u0639<\/strong>: \u0627\u0628\u062a\u0643\u0627\u0631 \u062a\u062c\u0627\u0631\u0628 \u0645\u062d\u0627\u062f\u062b\u0629 \u062c\u0630\u0627\u0628\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/li>\n<\/ul>\n
\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627 \u0639\u0644\u0649 \u064a\u0648\u062f\u064a\u0645\u064a \u0648\u0622\u064a \u0628\u064a \u0625\u0645<\/h3>\n
\u0644\u0645\u0646 \u064a\u062a\u0637\u0644\u0639\u0648\u0646 \u0644\u062a\u0639\u0632\u064a\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0647\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0646\u0638\u0645\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627:<\/p>\n
- \n
- \u062f\u0648\u0631\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0639\u0644\u0649 \u064a\u0648\u062f\u064a\u0645\u064a<\/a>: \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u063a\u0637\u064a \u062c\u0648\u0627\u0646\u0628 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n
- \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0622\u064a \u0628\u064a \u0625\u0645<\/a>: \u0627\u0633\u062a\u0643\u0634\u0641 \u0639\u0631\u0648\u0636 \u0622\u064a \u0628\u064a \u0625\u0645 \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062f\u0631\u0648\u0633 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f.<\/li>\n<\/ul>\n
\u0641\u0631\u0635 \u0639\u0645\u0644 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h2>\n
\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u062a\u0632\u062f\u0627\u062f \u0623\u064a\u0636\u064b\u0627 \u0641\u0631\u0635 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u062a\u0639\u062a\u0631\u0641 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0628\u0642\u064a\u0645\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a. \u062a\u0633\u062a\u0643\u0634\u0641 \u0647\u0630\u0647 \u0627\u0644\u0642\u0633\u0645 \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0648\u0643\u064a\u0641\u064a\u0629 \u0628\u0646\u0627\u0621 \u0645\u062d\u0641\u0638\u0629 \u0642\u0648\u064a\u0629 \u0644\u062a\u0623\u0645\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u0631.<\/p>\n
\u0645\u0633\u0627\u0631\u0627\u062a \u0645\u0647\u0646\u064a\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u0647\u0646\u0627\u0643 \u0639\u062f\u0629 \u0645\u0633\u0627\u0631\u0627\u062a \u0645\u0647\u0646\u064a\u0629 \u0636\u0645\u0646 \u0645\u062c\u0627\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0643\u0644 \u0645\u0646\u0647\u0627 \u064a\u0644\u0628\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u0647\u0627\u0631\u0627\u062a \u0648\u0627\u0647\u062a\u0645\u0627\u0645\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629:<\/p>\n
- \n
- \u0645\u0637\u0648\u0631 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629:<\/strong> \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0648\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062a\u0637\u0644\u0628 \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 \u0623\u0648 \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a. \u064a\u0639\u0645\u0644 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0639\u0644\u0649 \u062f\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0630\u0643\u064a\u0629.<\/li>\n
- \u0645\u0635\u0645\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a:<\/strong> \u062a\u062a\u062e\u0635\u0635 \u0641\u064a \u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u062d\u0648\u0627\u0631 \u0648\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u062a\u062a\u0637\u0644\u0628 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631 \u0641\u0647\u0645\u064b\u0627 \u0639\u0645\u064a\u0642\u064b\u0627 \u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0641\u0639\u0627\u0644\u0629.<\/li>\n
- \u0645\u062f\u0631\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f\u0647\u0627 \u0648\u062a\u0641\u0627\u0639\u0644\u0627\u062a\u0647\u0627. \u062a\u062a\u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631 \u062a\u062d\u0644\u064a\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0646\u0642\u064a\u062d \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a.<\/li>\n
- \u0645\u062f\u064a\u0631 \u0627\u0644\u0645\u0646\u062a\u062c:<\/strong> \u064a\u0634\u0631\u0641 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0648\u0646\u0634\u0631 \u062d\u0644\u0648\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0645\u0639 \u0636\u0645\u0627\u0646 \u062a\u0644\u0628\u064a\u062a\u0647\u0627 \u0644\u0644\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n
- \u0623\u062e\u0635\u0627\u0626\u064a \u062a\u0633\u0648\u064a\u0642:<\/strong> \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646 \u0648\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0645\u0645\u0627 \u064a\u062a\u0637\u0644\u0628 \u0645\u0639\u0631\u0641\u0629 \u0628\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0627\u0644\u0631\u0642\u0645\u064a.<\/li>\n<\/ul>\n
\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062a\u0637\u0644\u0628 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u0631 \u0645\u0632\u064a\u062c\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u0627\u0644\u0625\u0628\u062f\u0627\u0639 \u0648\u0641\u0647\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0634\u0631\u0643\u0627\u062a \u0645\u062b\u0644 Brain Pod AI<\/a> \u0648\u063a\u064a\u0631\u0647\u0627 \u0641\u064a \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u062a\u0648\u0633\u0639 \u0627\u0644\u0641\u0631\u0635 \u0644\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0633\u0631\u0639\u0629.<\/p>\n
\u0628\u0646\u0627\u0621 \u0645\u062d\u0641\u0638\u0629 \u0644\u0623\u062f\u0648\u0627\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n
\u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u0641\u0638\u0629 \u0642\u0648\u064a\u0629 \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u0623\u064a \u0634\u062e\u0635 \u064a\u062a\u0637\u0644\u0639 \u0644\u062f\u062e\u0648\u0644 \u0645\u062c\u0627\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u062a\u0647\u0627:<\/p>\n
- \n
- \u0639\u0631\u0636 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639:<\/strong> \u062a\u0636\u0645\u064a\u0646 \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 \u0627\u0644\u062a\u064a \u0642\u0645\u062a \u0628\u062a\u0637\u0648\u064a\u0631\u0647\u0627 \u0623\u0648 \u0627\u0644\u0645\u0633\u0627\u0647\u0645\u0629 \u0641\u064a\u0647\u0627. \u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0648\u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u062d\u0644\u0647\u0627.<\/li>\n
- \u062a\u0648\u062b\u064a\u0642 \u0639\u0645\u0644\u064a\u062a\u0643:<\/strong> \u062a\u0642\u062f\u064a\u0645 \u0631\u0624\u0649 \u062d\u0648\u0644 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631\u0643\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u0648\u0627\u062c\u0647\u062a\u0647\u0627 \u0648\u0643\u064a\u0641 \u062a\u063a\u0644\u0628\u062a \u0639\u0644\u064a\u0647\u0627. \u0647\u0630\u0627 \u064a\u064f\u0638\u0647\u0631 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a.<\/li>\n
- \u062a\u0636\u0645\u064a\u0646 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646:<\/strong> \u0625\u0630\u0627 \u0623\u0645\u0643\u0646\u060c \u0627\u062c\u0645\u0639 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0623\u0648 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u062a\u0641\u0627\u0639\u0644\u0648\u0627 \u0645\u0639 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u062d\u0641\u0638\u062a\u0643 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/li>\n
- Aprendizaje Continuo:<\/strong> \u0627\u0628\u0642\u064e \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0641\u0643\u0631 \u0641\u064a \u0623\u062e\u0630 \u062f\u0648\u0631\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u062c\u0627\u0646\u064b\u0627<\/a> \u0644\u062a\u0639\u0632\u064a\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0648\u0645\u0639\u0631\u0641\u062a\u0643.<\/li>\n<\/ul>\n
\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u062a\u0628\u0627\u0639 \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u0641\u0638\u0629 \u062c\u0630\u0627\u0628\u0629 \u062a\u0639\u0631\u0636 \u062e\u0628\u0631\u062a\u0643 \u0648\u062a\u062c\u0630\u0628 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062a\u0646\u0627\u0645\u064a.<\/p>\n<\/span>","protected":false},"excerpt":{"rendered":"
In today’s digital landscape, mastering chatbot development is not just a trend; it’s a necessity for anyone looking to enhance their skills in artificial intelligence and customer engagement. This ultimate guide to a chatbot course will provide you with valuable insights into the world of chatbots, from understanding the different types available to exploring the […]<\/p>\n","protected":false},"author":14928,"featured_media":254110,"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-254109","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\/254109","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=254109"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/254109\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/254110"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=254109"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=254109"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=254109"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
- \u062a\u0648\u062b\u064a\u0642 \u0639\u0645\u0644\u064a\u062a\u0643:<\/strong> \u062a\u0642\u062f\u064a\u0645 \u0631\u0624\u0649 \u062d\u0648\u0644 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631\u0643\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u0648\u0627\u062c\u0647\u062a\u0647\u0627 \u0648\u0643\u064a\u0641 \u062a\u063a\u0644\u0628\u062a \u0639\u0644\u064a\u0647\u0627. \u0647\u0630\u0627 \u064a\u064f\u0638\u0647\u0631 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a.<\/li>\n
- \u0645\u0635\u0645\u0645 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a:<\/strong> \u062a\u062a\u062e\u0635\u0635 \u0641\u064a \u0635\u064a\u0627\u063a\u0629 \u0627\u0644\u062d\u0648\u0627\u0631 \u0648\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629. \u062a\u062a\u0637\u0644\u0628 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631 \u0641\u0647\u0645\u064b\u0627 \u0639\u0645\u064a\u0642\u064b\u0627 \u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0641\u0639\u0627\u0644\u0629.<\/li>\n
- \u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0622\u064a \u0628\u064a \u0625\u0645<\/a>: \u0627\u0633\u062a\u0643\u0634\u0641 \u0639\u0631\u0648\u0636 \u0622\u064a \u0628\u064a \u0625\u0645 \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062f\u0631\u0648\u0633 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f.<\/li>\n<\/ul>\n
- \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a<\/strong>: \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n
- \u062a\u0639\u0644\u0645 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/strong>: \u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0639\u0627\u062f\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0645\u062b\u0644 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a\u060c \u0648\u062c\u0627\u0641\u0627. \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0639\u0644\u0649 \u0648\u062c\u0647 \u0627\u0644\u062e\u0635\u0648\u0635\u060c \u0645\u0641\u0636\u0644 \u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0648\u0645 libraries \u0627\u0644\u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\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 NLTK \u0648 SpaCy.<\/li>\n
- \u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629<\/strong>: \u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0642\u0648\u064a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP). \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0641\u0639\u0627\u0644\u0629. \u0645\u0648\u0627\u0631\u062f \u0645\u062b\u0644 \"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062f\u0644\u064a\u0644 \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\" \u0645\u0646 \u0645\u0627\u064a\u0643\u0644 \u0646\u064a\u062c\u0646\u064a\u0641\u064a\u0633\u0643\u064a<\/a> \u0648\u062f\u0648\u0631\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Coursera<\/a> \u0623\u0648 edX<\/a> puede proporcionar informaci\u00f3n valiosa.<\/li>\n
- \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062a\u0648\u0633\u0637:<\/strong> 2-4 \u0623\u0633\u0627\u0628\u064a\u0639 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0623\u0637\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629.<\/li>\n
- Familiarization with Chatbot Frameworks (2-4 weeks)<\/strong>: Once you have a grasp of basic programming, you can begin to explore chatbot frameworks such as Microsoft Bot Framework, Dialogflow, or Rasa. Each of these platforms has extensive documentation and tutorials that can help you get started quickly.<\/li>\n
- \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0634\u0631\u0648\u0639<\/strong>: \u0642\u062f \u064a\u062d\u0635\u0644 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u0639\u0627\u0645\u0644\u0648\u0646 \u0645\u0639 \u0645\u0634\u0627\u0631\u064a\u0639 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627\u060c \u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u062a\u062a\u0636\u0645\u0646 \u0648\u0638\u0627\u0626\u0641 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062a\u0642\u062f\u0645\u0629 \u0623\u0648 \u062a\u0643\u0627\u0645\u0644\u0627\u062a \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0639\u0644\u0649 \u0631\u0648\u0627\u062a\u0628 \u0623\u0639\u0644\u0649.<\/li>\n
- \u0627\u0644\u0645\u0648\u0642\u0639<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u062a\u0644\u0641 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u062d\u0633\u0628 \u0627\u0644\u0645\u0646\u0637\u0642\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0642\u062f \u064a\u0643\u0633\u0628 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0641\u064a \u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u062b\u0644 \u0633\u0627\u0646 \u0641\u0631\u0627\u0646\u0633\u064a\u0633\u0643\u0648 \u0623\u0648 \u0645\u062f\u064a\u0646\u0629 \u0646\u064a\u0648\u064a\u0648\u0631\u0643 \u0631\u0648\u0627\u062a\u0628 \u0623\u0639\u0644\u0649 \u0628\u0633\u0628\u0628 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0639\u064a\u0634\u0629 \u0648\u0637\u0644\u0628 \u0627\u0644\u0645\u0648\u0627\u0647\u0628 \u0627\u0644\u062a\u0642\u0646\u064a\u0629.<\/li>\n
- Brain Pod AI<\/strong>: \u0627\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0639\u0631\u0648\u0636 \u0641\u064a Brain Pod AI<\/a>, \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u062d\u0644\u0648\u0644\u064b\u0627 \u0645\u062a\u0646\u0648\u0639\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0623\u062f\u0648\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u062a\u062c\u0631\u0628\u062a\u0643 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629.<\/li>\n