{"id":256625,"date":"2025-08-23T21:52:55","date_gmt":"2025-08-24T04:52:55","guid":{"rendered":"https:\/\/messengerbot.app\/mastering-ai-bot-development-your-comprehensive-guide-to-building-costs-and-tools-for-chatbot-success\/"},"modified":"2025-08-23T21:52:55","modified_gmt":"2025-08-24T04:52:55","slug":"%d8%a5%d8%aa%d9%82%d8%a7%d9%86-%d8%aa%d8%b7%d9%88%d9%8a%d8%b1-%d8%a7%d9%84%d8%b1%d9%88%d8%a8%d9%88%d8%aa%d8%a7%d8%aa-%d8%a7%d9%84%d8%b0%d9%83%d9%8a%d8%a9-%d8%af%d9%84%d9%8a%d9%84%d9%83-%d8%a7%d9%84","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/ar\/mastering-ai-bot-development-your-comprehensive-guide-to-building-costs-and-tools-for-chatbot-success\/","title":{"rendered":"\u0625\u062a\u0642\u0627\u0646 \u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062f\u0644\u064a\u0644\u0643 \u0627\u0644\u0634\u0627\u0645\u0644 \u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u0646\u062c\u0627\u062d \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/ar\/mastering-ai-bot-development-your-comprehensive-guide-to-building-costs-and-tools-for-chatbot-success\/\" data-essbisposttitle=\"Mastering AI Bot Development: Your Comprehensive Guide to Building, Costs, and Tools for Chatbot Success\" data-essbishovercontainer=\"\"><div class=\"key-takeaways-box\">\n<h2>Puntos Clave<\/h2>\n<ul>\n<li>\u0625\u062a\u0642\u0627\u0646 \u0623\u0633\u0627\u0633\u064a\u0627\u062a <strong>\u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0641\u0639\u0627\u0644\u0629 \u062a\u0639\u0632\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n<li>\u0627\u062e\u062a\u0631 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0640 <strong>\u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>, \u0645\u062b\u0644 Dialogflow \u0623\u0648 Microsoft Bot Framework\u060c \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0645\u0634\u0631\u0648\u0639\u0643.<\/li>\n<li>\u0641\u0647\u0645 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0640 <strong>\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>, \u0648\u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0631\u0627\u0648\u062d \u0645\u0646 10,000 \u062f\u0631\u0647\u0645 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0625\u0644\u0649 \u0623\u0643\u062b\u0631 \u0645\u0646 1,000,000 \u062f\u0631\u0647\u0645 \u0644\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0629.<\/li>\n<li>\u0631\u0643\u0632 \u0639\u0644\u0649 <strong>natural language processing (NLP)<\/strong> \u0644\u062a\u0645\u0643\u064a\u0646 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0645\u0646 \u0641\u0647\u0645 \u0648\u0627\u0644\u0631\u062f \u0628\u062f\u0642\u0629 \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n<li>\u064a\u0639\u062f \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0645\u0641\u062a\u0627\u062d\u064b\u0627 \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0643 \u0648\u0631\u0636\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n<li>\u0627\u0628\u0642 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u062d\u0648\u0644 \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0641\u064a <strong>\u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629<\/strong> \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0625\u064a\u062c\u0627\u0628\u064a\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n<li>\u0627\u0633\u062a\u062b\u0645\u0631 \u0641\u064a \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0648\u0645\u0639\u0631\u0641\u062a\u0643 \u0644\u062a\u0635\u0628\u062d \u0645\u0637\u0648\u0631\u0627\u064b \u0628\u0627\u0631\u0639\u0627\u064b \u0644\u0640 <strong>\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/strong> \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0648\u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629.<\/li>\n<\/ul>\n<\/div>\n<p>\u0645\u0631\u062d\u0628\u064b\u0627 \u0628\u0643 \u0641\u064a \u062f\u0644\u064a\u0644\u0643 \u0627\u0644\u0634\u0627\u0645\u0644 \u062d\u0648\u0644 <strong>\u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>, \u062d\u064a\u062b \u0646\u0643\u0634\u0641 \u0639\u0646 \u062a\u0639\u0642\u064a\u062f\u0627\u062a \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0630\u0643\u064a\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062d\u0648\u0644 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0628\u0633\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u062a\u062a\u0633\u0627\u0621\u0644\u060c \"\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0628\u0646\u0627\u0621 \u0628\u0648\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062e\u0627\u0635 \u0628\u064a\u061f\" \u0623\u0648 \u0641\u0636\u0648\u0644\u0643 \u062d\u0648\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0640 <strong>\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>, \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u0644\u062a\u0632\u0648\u064a\u062f\u0643 \u0628\u0631\u0624\u0649 \u0634\u0627\u0645\u0644\u0629 \u0648\u062e\u0637\u0648\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630. \u0633\u0646\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0647\u0644 <strong>\u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>, \u0648\u0646\u063a\u0648\u0635 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u062a\u0635\u0628\u062d \u0645\u0637\u0648\u0631\u0627\u064b \u0628\u0627\u0631\u0639\u0627\u064b \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0648\u0646\u062a\u0646\u0627\u0648\u0644 \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u064a\u0637\u0629 \u0628\u0640 <strong>\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0633\u0646\u0642\u0627\u0631\u0646 \u0628\u064a\u0646 \u0645\u0646\u0635\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 <strong>\u0648\u0646\u0648\u062c\u0647\u0643 \u062e\u0644\u0627\u0644 \u0639\u0645\u0644\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0628\u0648\u062a \u0645\u0634\u0627\u0628\u0647 \u0644\u0640 ChatGPT \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0627\u0646\u0636\u0645 \u0625\u0644\u064a\u0646\u0627 \u0628\u064a\u0646\u0645\u0627 \u0646\u0633\u062a\u0643\u0634\u0641 \u0639\u0627\u0644\u0645<\/strong> and guide you through the process of creating your own ChatGPT-like bot. Join us as we navigate the fascinating world of <strong>\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0648\u0646\u0632\u0648\u062f\u0643 \u0628\u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0644\u0646\u062c\u0627\u062d \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0633\u0631\u064a\u0639 \u0627\u0644\u062a\u0637\u0648\u0631.<\/p>\n<h2>\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0628\u0646\u0627\u0621 \u0628\u0648\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062e\u0627\u0635 \u0628\u064a\u061f<\/h2>\n<p>\u0646\u0639\u0645\u060c \u064a\u0645\u0643\u0646\u0643 \u0628\u0646\u0627\u0621 \u0628\u0648\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062e\u0627\u0635 \u0628\u0643\u060c \u0648\u0647\u0646\u0627\u0643 \u0639\u062f\u0629 \u0637\u0631\u0642 \u0644\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643 \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u062e\u0628\u0631\u062a\u0643 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u0631\u064a\u062f \u0623\u0646 \u064a\u0645\u062a\u0644\u0643\u0647\u0627 \u0628\u0648\u062a\u0643. \u0625\u0644\u064a\u0643 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a:<\/p>\n<ol>\n<li><strong>\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u063a\u0631\u0636<\/strong>: \u062d\u062f\u062f \u0645\u0627 \u062a\u0631\u064a\u062f \u0623\u0646 \u064a\u062d\u0642\u0642\u0647 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062a\u0631\u0627\u0648\u062d \u0630\u0644\u0643 \u0645\u0646 \u0623\u062a\u0645\u062a\u0629 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0623\u0648 \u062d\u062a\u0649 \u0627\u0644\u062a\u0631\u0641\u064a\u0647.<\/li>\n<li><strong>\u0627\u062e\u062a\u0631 \u0645\u0646\u0635\u0629 \u062a\u0637\u0648\u064a\u0631<\/strong>: \u0647\u0646\u0627\u0643 \u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u062a\u0627\u062d\u0629 \u0644\u0628\u0646\u0627\u0621 \u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u062b\u0644:\n<ul>\n<li><strong>\u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631<\/strong>: \u0645\u0646\u0635\u0629 \u0645\u0645\u0644\u0648\u0643\u0629 \u0644\u062c\u0648\u062c\u0644 \u062a\u062a\u064a\u062d \u0644\u0643 \u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n<li><strong>\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 Microsoft Bot<\/strong>: \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0634\u0627\u0645\u0644 \u0644\u0628\u0646\u0627\u0621 \u0628\u0648\u062a\u0627\u062a \u0628\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a.<\/li>\n<li><strong>\u0631\u0627\u0633\u0627<\/strong>: \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0628\u0646\u0627\u0621 \u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0633\u064a\u0627\u0642\u064a\u0629.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\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\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u062b\u0644 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a\u060c \u0623\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 \u0644\u062f\u064a\u0647\u0627 \u0645\u0643\u062a\u0628\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0645\u062b\u0644 TensorFlow \u0648 NLTK.<\/li>\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/strong>: \u0646\u0641\u0630 \u0642\u062f\u0631\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0645\u0646 \u0641\u0647\u0645 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 spaCy \u0648 Hugging Face\u2019s Transformers \u0645\u0641\u064a\u062f\u0629.<\/li>\n<li><strong>\u062f\u0645\u062c \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (APIs)<\/strong>: \u0627\u0633\u062a\u062e\u062f\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u062a\u0639\u0632\u064a\u0632 \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062a\u064a\u062d \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u062b\u0644 \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631 \u0644\u0631\u0648\u0628\u0648\u062a\u0643 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a.<\/li>\n<li><strong>\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631<\/strong>: \u0628\u0639\u062f \u0628\u0646\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u060c \u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646\u0647 \u064a\u0639\u0645\u0644 \u0643\u0645\u0627 \u0647\u0648 \u0645\u062a\u0648\u0642\u0639. \u0627\u062c\u0645\u0639 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0643\u0631\u0631 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n<li><strong>\u0627\u0644\u0646\u0634\u0631<\/strong>: \u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u062a\u0643\u0648\u0646 \u0631\u0627\u0636\u064a\u064b\u0627 \u0639\u0646 \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0642\u0645 \u0628\u0646\u0634\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0631\u063a\u0648\u0628\u0629\u060c \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u0645\u0648\u0642\u0639\u064b\u0627 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u064b\u0627 \u0623\u0648 \u062a\u0637\u0628\u064a\u0642\u064b\u0627 \u0645\u0648\u0628\u0627\u064a\u0644 \u0623\u0648 \u0642\u0646\u0627\u0629 \u0639\u0644\u0649 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a.<\/li>\n<li><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/strong>: \u0646\u0641\u0630 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u0644\u0633\u0645\u0627\u062d \u0644\u0631\u0648\u0628\u0648\u062a\u0643 \u0628\u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u0633\u0646 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a. \u064a\u0645\u0643\u0646 \u062a\u062d\u0642\u064a\u0642 \u0630\u0644\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 \u0623\u0648 \u0627\u0644\u062a\u0639\u0644\u0645 \u062a\u062d\u062a \u0627\u0644\u0625\u0634\u0631\u0627\u0641.<\/li>\n<\/ol>\n<p>\u0644\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629: \"\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646\" \u0628\u0648\u0627\u0633\u0637\u0629 \u0633\u0645\u064a\u062a \u0631\u0627\u062c (O\u2019Reilly Media)\u060c \u0648\u062b\u0627\u0626\u0642 Google Dialogflow\u060c \u0648 \u0648\u062b\u0627\u0626\u0642 Microsoft Bot Framework.<\/p>\n<h3>\u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629<\/h3>\n<p>\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0647\u0648 \u0645\u062c\u0627\u0644 \u0645\u062b\u064a\u0631 \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0627\u0644\u0625\u0628\u062f\u0627\u0639. \u0644\u0644\u0628\u062f\u0621\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0641\u0647\u0645 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0643\u064a\u0641\u064a\u0629 \u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629:<\/p>\n<ul>\n<li><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/strong>: \u0647\u0630\u0647 \u0645\u062c\u0645\u0648\u0639\u0629 \u0641\u0631\u0639\u064a\u0629 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0628\u0646\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u062a\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0641\u0647\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629.<\/li>\n<li><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u062a\u0639\u062a\u0645\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0646\u0627\u062c\u062d\u0629 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u062c\u0648\u062f\u0629 \u0639\u0627\u0644\u064a\u0629. \u062c\u0645\u0639 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0623\u0645\u0631 \u062d\u064a\u0648\u064a \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644.<\/li>\n<li><strong>\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 (UX)<\/strong>: \u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0648 \u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0644\u0636\u0645\u0627\u0646 \u0642\u062f\u0631\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0633\u0644\u0627\u0633\u0629. \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0648\u0643\u064a\u0641 \u0633\u064a\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u0639 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643.<\/li>\n<\/ul>\n<p>: \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u062a\u0642\u0627\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0648\u0636\u0639 \u0623\u0633\u0627\u0633 \u0642\u0648\u064a \u0644\u0631\u062d\u0644\u062a\u0643 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629.<\/p>\n<h3>\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a 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\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0636\u0627\u0631\u0629.<\/li>\n<\/ul>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0631\u0627\u0639\u0627\u0629 \u0647\u0630\u0647 \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0630\u0643\u064a \u0642\u0648\u064a \u0648\u0641\u0639\u0627\u0644 \u064a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0648\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0643.<\/p>\n<p><img src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/08\/ai-bot-development-435764.png\" alt=\"\u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\" loading=\"lazy\" decoding=\"async\" title=\"\"><\/p>\n<h2>\u0643\u064a\u0641 \u064a\u062a\u0645 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629\u061f<\/h2>\n<p>\u0641\u0647\u0645 \u062a\u0641\u0627\u0635\u064a\u0644 <strong>\u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0623\u0633\u0627\u0633\u064a \u0644\u0623\u064a \u0634\u062e\u0635 \u064a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u062d\u0644\u0648\u0644 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647. \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0639\u062f\u0629 \u062e\u0637\u0648\u0627\u062a \u062d\u0627\u0633\u0645\u0629 \u062a\u0636\u0645\u0646 \u0623\u0646 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0645\u0639 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\u0627\u0644\u0622\u0644\u064a (ML)\u060c \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLU)\u060c \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs). \u062a\u062a\u0636\u0645\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0639\u0627\u062f\u0629 \u0639\u062f\u0629 \u062e\u0637\u0648\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n<ol>\n<li><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u064a\u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u062a\u0634\u0645\u0644 \u062a\u0628\u0627\u062f\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u060c \u0648\u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0635\u0648\u062a. \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062d\u064a\u0648\u064a\u0629 \u0644\u062a\u0639\u0644\u064a\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0643\u064a\u0641\u064a\u0629 \u0641\u0647\u0645 \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u062a\u0634\u0628\u0647 \u0627\u0644\u0625\u0646\u0633\u0627\u0646.<\/li>\n<li><strong>\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/strong>: \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0628\u062a\u062f\u0631\u064a\u0628 chatbot \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062c\u0645\u0639\u0629. \u064a\u062a\u064a\u062d \u0647\u0630\u0627 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0644\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u0627\u0644\u0644\u063a\u0629 \u0648\u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0647 \u0628\u062a\u0648\u0644\u064a\u062f \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u062a\u062d\u062a \u0627\u0644\u0625\u0634\u0631\u0627\u0641\u060c \u0627\u0644\u062a\u0639\u0644\u0645 \u063a\u064a\u0631 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632.<\/li>\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/strong>: \u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u0645\u0633\u0627\u0639\u062f\u0629 chatbot \u0639\u0644\u0649 \u0641\u0647\u0645 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062c\u0645\u0644 \u0625\u0644\u0649 \u0645\u0643\u0648\u0646\u0627\u062a \u0645\u0641\u0647\u0648\u0645\u0629\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u064a\u0629\u060c \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629.<\/li>\n<li><strong>\u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLU)<\/strong>: \u064a\u0631\u0643\u0632 \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0639\u0644\u0649 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0645\u0639\u0646\u0649 \u0648\u0631\u0627\u0621 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u064a\u0633\u0627\u0639\u062f \u0630\u0644\u0643 chatbot \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0641\u0631\u0648\u0642 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0648\u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u0627\u0644\u0645\u0634\u0627\u0639\u0631\u060c \u0648\u0647\u0648 \u0623\u0645\u0631 \u0623\u0633\u0627\u0633\u064a \u0644\u062a\u0642\u062f\u064a\u0645 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u062f\u0642\u064a\u0642\u0629.<\/li>\n<li><strong>\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629<\/strong>: \u0628\u0645\u062c\u0631\u062f \u0641\u0647\u0645 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a\u060c \u064a\u0633\u062a\u062e\u062f\u0645 chatbot \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u0644\u0642 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0631\u062f\u0648\u062f\u064b\u0627 \u0645\u0646\u0627\u0633\u0628\u0629 \u0633\u064a\u0627\u0642\u064a\u064b\u0627 \u062a\u062d\u0627\u0643\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n<li><strong>\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631<\/strong>: \u0628\u0639\u062f \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0623\u0648\u0644\u064a\u060c \u064a\u062e\u0636\u0639 chatbot \u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0635\u0627\u0631\u0645\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646. \u064a\u062a\u0645 \u0625\u0646\u0634\u0627\u0621 \u062d\u0644\u0642\u0627\u062a \u062a\u063a\u0630\u064a\u0629 \u0631\u0627\u062c\u0639\u0629 \u0644\u062a\u0646\u0642\u064a\u062d \u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n<li><strong>\u0627\u0644\u0646\u0634\u0631 \u0648\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629<\/strong>: \u0628\u0645\u062c\u0631\u062f \u062a\u062d\u0633\u064a\u0646 chatbot\u060c \u064a\u062a\u0645 \u0646\u0634\u0631\u0647 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629\u060c \u0623\u0648 \u0628\u0648\u0627\u0628\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0636\u0645\u0627\u0646 \u062a\u0643\u064a\u0641 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0648\u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064d.<\/li>\n<\/ol>\n<p>: \u0623\u062f\u062a \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u062b\u0644 \u062f\u0645\u062c \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a\u060c \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0643\u0628\u064a\u0631 \u0641\u064a \u0642\u062f\u0631\u0627\u062a chatbots\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0646\u0647\u0627 \u0645\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0633\u062a\u062e\u062f\u0645 Messenger Bot \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0633\u0644\u0633\u0629\u060c \u0645\u0645\u0627 \u064a\u0638\u0647\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629.<\/p>\n<h3>\u0623\u062f\u0648\u0627\u062a \u0648\u0628\u0631\u0627\u0645\u062c \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/h3>\n<p>\u0644\u0644\u062a\u0646\u0642\u0644 \u0628\u0646\u062c\u0627\u062d \u0641\u064a <strong>\u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0641\u0625\u0646 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 <strong>\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629<\/strong> \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631\u0643:<\/p>\n<ul>\n<li><a href=\"https:\/\/brainpod.ai\" target=\"_blank\" rel=\"noopener\">Brain Pod AI<\/a>: \u062a\u0642\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0637\u0648\u064a\u0631 chatbots\u060c \u0648\u062a\u0648\u0641\u0631 \u0639\u0631\u0636\u064b\u0627 \u062a\u0648\u0636\u064a\u062d\u064a\u064b\u0627 \u0644\u0639\u0631\u0636 \u0642\u062f\u0631\u0627\u062a\u0647\u0627.<\/li>\n<li><a href=\"https:\/\/messengerbot.app\/ar\/\">\u0628\u0648\u062a \u0645\u0627\u0633\u0646\u062c\u0631<\/a>: \u0645\u0639\u0631\u0648\u0641\u0629 \u0628\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0633\u0647\u0644\u0629\u060c \u062a\u062a\u064a\u062d \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0633\u0647\u0644 \u0644\u0644chatbots \u0639\u0628\u0631 \u0645\u0646\u0635\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n<li><a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0633\u0627\u0639\u062f \u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a>: \u064a\u0631\u0643\u0632 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629 \u0648\u0623\u062a\u0645\u062a\u0629 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644.<\/li>\n<li><a href=\"https:\/\/brainpod.ai\/ai-image-generator\/\" target=\"_blank\" rel=\"noopener\">\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a>: \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u0637\u0644\u0639\u0648\u0646 \u0625\u0644\u0649 \u062f\u0645\u062c \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0641\u064a \u0631\u0648\u0628\u0648\u062a\u0627\u062a\u0647\u0645\u060c \u064a\u0645\u0643\u0646 \u0644\u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0625\u0646\u0634\u0627\u0621 \u0635\u0648\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n<\/ul>\n<p>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 <strong>\u0648\u0646\u0648\u062c\u0647\u0643 \u062e\u0644\u0627\u0644 \u0639\u0645\u0644\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0628\u0648\u062a \u0645\u0634\u0627\u0628\u0647 \u0644\u0640 ChatGPT \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0627\u0646\u0636\u0645 \u0625\u0644\u064a\u0646\u0627 \u0628\u064a\u0646\u0645\u0627 \u0646\u0633\u062a\u0643\u0634\u0641 \u0639\u0627\u0644\u0645<\/strong> \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0628\u0633\u0637 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631\u0643 \u0648\u062a\u062d\u0633\u0646 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0631\u0648\u0628\u0648\u062a\u0643 \u0627\u0644\u0630\u0643\u064a\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u0644\u0628\u064a\u062a\u0647 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644.<\/p>\n<h2>\u0643\u064a\u0641 \u062a\u0635\u0628\u062d \u0645\u0637\u0648\u0631 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/h2>\n<p>\u0644\u062a\u0635\u0628\u062d \u0645\u0637\u0648\u0631 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u062a\u0628\u0627\u0639 \u0645\u0633\u0627\u0631 \u0645\u0646\u0638\u0645 \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u060c \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629\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\u0628\u0631\u0645\u062c\u0629. \u0625\u0644\u064a\u0643 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0625\u0631\u0634\u0627\u062f\u0643:<\/p>\n<ol>\n<li><strong>\u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629:<\/strong>\n<ul>\n<li>\u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u062f\u0631\u062c\u0629 \u0627\u0644\u0628\u0643\u0627\u0644\u0648\u0631\u064a\u0648\u0633 \u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u060c \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a\u060c \u0623\u0648 \u0645\u062c\u0627\u0644 \u0630\u064a \u0635\u0644\u0629. \u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0641\u0647\u0645 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a\u060c \u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0645\u0628\u0627\u062f\u0626 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a.<\/li>\n<li>\u0641\u0643\u0631 \u0641\u064a \u0645\u062a\u0627\u0628\u0639\u0629 \u062f\u0631\u062c\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0623\u0648 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0648 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u062a\u0639\u0645\u064a\u0642 \u062e\u0628\u0631\u062a\u0643.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629:<\/strong>\n<ul>\n<li>\u0627\u062d\u0635\u0644 \u0639\u0644\u0649 \u0625\u062a\u0642\u0627\u0646 \u0641\u064a \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 chatbots\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. \u062a\u064f\u0641\u0636\u0644 \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0628\u0633\u0628\u0628 \u0645\u0643\u062a\u0628\u0627\u062a\u0647\u0627 \u0648\u0625\u0637\u0627\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u0648\u0627\u0633\u0639\u0629 \u0645\u062b\u0644 TensorFlow \u0648NLTK \u0627\u0644\u062a\u064a \u062a\u0633\u0647\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n<li>\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0628\u0631 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u062a\u0645\u0643\u064a\u0646 chatbots \u0645\u0646 \u0641\u0647\u0645 \u0648\u0627\u0644\u0631\u062f \u0639\u0644\u0649 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0645\u0639\u0631\u0641\u0629 \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:<\/strong>\n<ul>\n<li>\u0637\u0648\u0631 \u0641\u0647\u0645\u064b\u0627 \u0642\u0648\u064a\u064b\u0627 \u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0648\u0641\u0631 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0645\u0646 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Coursera \u0623\u0648 edX \u0631\u0624\u0649 \u0642\u064a\u0645\u0629 \u0648\u062a\u062c\u0627\u0631\u0628 \u0639\u0645\u0644\u064a\u0629.<\/li>\n<li>\u0627\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0625\u0637\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 Rasa\u060c Dialogflow\u060c \u0623\u0648 Microsoft Bot Framework\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0644\u0628\u0646\u0627\u0621 chatbots \u0627\u0644\u0630\u0643\u064a\u0629.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629:<\/strong>\n<ul>\n<li>\u0627\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u060c \u0625\u0645\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0623\u0648 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0634\u062e\u0635\u064a\u0629\u060c \u0644\u062a\u0637\u0628\u064a\u0642 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 chatbots. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0632\u0632 \u0628\u0646\u0627\u0621 \u0645\u062d\u0641\u0638\u0629 \u062a\u0639\u0631\u0636 \u0639\u0645\u0644\u0643 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0642\u0627\u0628\u0644\u064a\u062a\u0643 \u0644\u0644\u062a\u0648\u0638\u064a\u0641.<\/li>\n<li>\u0634\u0627\u0631\u0643 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0623\u0648 \u0633\u0627\u0647\u0645 \u0641\u064a \u0645\u062c\u062a\u0645\u0639\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0624\u0649 \u0639\u0645\u0644\u064a\u0629 \u0648\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0622\u062e\u0631\u064a\u0646 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\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>\n<ul>\n<li>\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 \u0645\u0646\u062a\u062f\u064a\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u062a\u0628\u0642\u0649 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0648\u0641\u0631 \u0645\u0648\u0627\u0631\u062f \u0645\u062b\u0644 \u062c\u0645\u0639\u064a\u0629 \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AAAI) \u0648\u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u062f\u0648\u0644\u064a\u0629 \u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0642\u064a\u0645\u0629.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629:<\/strong>\n<ul>\n<li>\u0642\u0645 \u0628\u062a\u0637\u0648\u064a\u0631 \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0648\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0642\u0648\u064a\u0629\u060c \u062d\u064a\u062b \u0625\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0627\u0644\u0641\u0631\u0642 \u0648\u0641\u0647\u0645 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0646\u062f \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627 \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h3>\n<p>\u0644\u062a\u062d\u0633\u064a\u0646 \u0631\u062d\u0644\u062a\u0643 \u0641\u064a <strong>\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>, \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0641\u064a \u062f\u0648\u0631\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u062a\u063a\u0637\u064a \u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627:<\/p>\n<ul>\n<li><a href=\"https:\/\/messengerbot.app\/ar\/ai-chat-assistant\/\">\u0645\u064a\u0632\u0627\u062a \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a<\/a> \u2013 \u0627\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u0645\u0646 \u0642\u062f\u0631\u0627\u062a \u062f\u0631\u062f\u0634\u062a\u0643 \u0627\u0644\u0622\u0644\u064a\u0629.<\/li>\n<li><a href=\"https:\/\/messengerbot.app\/ar\/%d8%af%d8%b1%d9%88%d8%b3-%d8%b1%d9%88%d8%a8%d9%88%d8%aa-%d8%a7%d9%84%d9%85%d8%b1%d8%a7%d8%b3%d9%84%d8%a9\/\">\u062f\u0631\u0648\u0633 \u0631\u0648\u0628\u0648\u062a\u0627\u062a Messenger<\/a> \u2013 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u062f\u0631\u0648\u0633 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u062a\u0648\u062c\u0647\u0643 \u062e\u0644\u0627\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631.<\/li>\n<li><a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 Brain Pod AI<\/a> \u2013 \u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0645\u0633\u0627\u0639\u062f\u064a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0648\u0638\u0627\u0626\u0641\u0647\u0645.<\/li>\n<li><a href=\"https:\/\/brainpod.ai\/ai-development\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0642\u0627\u0644\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u2013 \u0627\u0628\u0642 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u063a\u0637\u064a \u0623\u062d\u062f\u062b \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n<\/ul>\n<h2>\u0643\u0645 \u064a\u0643\u0644\u0641 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0630\u0643\u064a\u061f<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u062a\u0644\u0641 \u062a\u0643\u0644\u0641\u0629 \u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0630\u0643\u064a\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u060c \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629\u060c \u0648\u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0644\u0644\u0623\u0639\u0645\u0627\u0644. \u0625\u0644\u064a\u0643 \u062a\u062d\u0644\u064a\u0644 \u062a\u0642\u062f\u064a\u0631\u064a \u0644\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a \u0639\u0627\u0645 2025:<\/p>\n<ul>\n<li><strong>\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f<\/strong>: \u0647\u0630\u0647 \u0647\u064a \u0623\u0628\u0633\u0637 \u0623\u0634\u0643\u0627\u0644 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0628\u0639 \u0642\u0648\u0627\u0639\u062f \u0648\u0646\u0635\u0648\u0635 \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627. \u062a\u0628\u062f\u0623 \u062a\u0643\u0644\u0641\u0629 \u062a\u0637\u0648\u064a\u0631 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0639\u0627\u062f\u0629\u064b \u0645\u0646 \u062d\u0648\u0627\u0644\u064a <strong>$10,000<\/strong>. \u0625\u0646\u0647\u0627 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0648\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/li>\n<li><strong>\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/strong>: \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0631\u0627\u0648\u062d \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0645\u0646 <strong>$50,000 \u0625\u0644\u0649 $300,000<\/strong>. \u064a\u0645\u0643\u0646 \u0644\u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0645\u062e\u0635\u0635\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062a\u064a \u062a\u0633\u0639\u0649 \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n<li><strong>\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u064a<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u0644\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 <strong>$1 \u0645\u0644\u064a\u0648\u0646<\/strong>. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062a\u0643\u0627\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629\u060c \u0648\u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0648\u062a\u0648\u0641\u0631 \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631. \u0625\u0646\u0647\u0627 \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0644\u0644\u0645\u0624\u0633\u0633\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0644\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u0623\u0645\u0627\u0646.<\/li>\n<li><strong>\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629<\/strong>: \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0645\u0631\u0627\u0639\u0627\u0629 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0635\u064a\u0627\u0646\u0629 \u0648\u062a\u062d\u062f\u064a\u062b \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062a\u0631\u0627\u0648\u062d \u0647\u0630\u0647 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0645\u0646 <strong>$1,000 \u0625\u0644\u0649 $10,000<\/strong> \u0633\u0646\u0648\u064a\u064b\u0627\u060c \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u062a\u0639\u0642\u064a\u062f \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0631\u0648\u0628\u0648\u062a.<\/li>\n<li><strong>Bots de Messenger<\/strong>: \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0641\u0643\u0631 \u0641\u064a \u062f\u0645\u062c \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631\u060c \u0642\u062f \u062a\u0646\u0637\u0628\u0642 \u062a\u0643\u0627\u0644\u064a\u0641 \u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u0645\u062d\u062f\u062f \u0644\u0644\u0645\u0646\u0635\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0625\u0631\u0634\u0627\u062f\u0627\u062a. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0636\u064a\u0641 \u0647\u0630\u0647 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0645\u0646 <strong>$5,000 \u0625\u0644\u0649 $20,000<\/strong> \u0625\u0644\u0649 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629\u060c \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/li>\n<\/ul>\n<p>\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u062a\u0644\u0641 \u0625\u062c\u0645\u0627\u0644\u064a \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629 \u0630\u0643\u064a\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0645\u0631\u063a\u0648\u0628\u0629 \u0648\u062d\u062c\u0645 \u0627\u0644\u062a\u0646\u0641\u064a\u0630. \u064a\u062c\u0628 \u0639\u0644\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0627 \u0648\u0645\u064a\u0632\u0627\u0646\u064a\u062a\u0647\u0627 \u0628\u0639\u0646\u0627\u064a\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062d\u0644 \u0627\u0644\u0623\u0646\u0633\u0628. \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0624\u0649 \u0623\u0643\u062b\u0631 \u062a\u0641\u0635\u064a\u0644\u064b\u0627\u060c \u0631\u0627\u062c\u0639 \u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062b\u0644 Crescendo.ai \u0648Gartner.<\/p>\n<h3>\u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u0624\u062b\u0631\u0629 \u0641\u064a \u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629<\/h3>\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062b\u0631 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/p>\n<ul>\n<li><strong>\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a<\/strong>: \u0643\u0644\u0645\u0627 \u0643\u0627\u0646\u062a \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627\u060c \u0632\u0627\u062f\u062a \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0637\u0648\u064a\u0631. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0632\u064a\u062f \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0637\u0631\u0641 \u0627\u0644\u062b\u0627\u0644\u062b \u0645\u0646 \u0627\u0644\u0646\u0641\u0642\u0627\u062a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/li>\n<li><strong>Technology Stack<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062b\u0631 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 <a href=\"https:\/\/messengerbot.app\/ar\/\">\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629<\/a> \u0625\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0646\u0641\u0642\u0627\u062a.<\/li>\n<li><strong>\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u062e\u0635\u064a\u0635<\/strong>: \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0648\u0627\u0644\u0648\u0642\u062a\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641.<\/li>\n<li><strong>\u062e\u0628\u0631\u0629 \u0641\u0631\u064a\u0642 \u0627\u0644\u062a\u0637\u0648\u064a\u0631<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062b\u0631 \u062a\u0648\u0638\u064a\u0641 \u0645\u0637\u0648\u0631\u064a\u0646 \u0630\u0648\u064a \u062e\u0628\u0631\u0629 \u0623\u0648 \u0627\u0644\u0634\u0631\u0627\u0643\u0629 \u0645\u0639 <a href=\"https:\/\/brainpod.ai\" target=\"_blank\" rel=\"noopener\">\u0634\u0631\u0643\u0629 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0639\u0627\u0631. \u0642\u062f \u062a\u062a\u0642\u0627\u0636\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0633\u062c\u0644 \u0627\u0644\u062d\u0627\u0641\u0644 \u0631\u0633\u0648\u0645\u064b\u0627 \u0625\u0636\u0627\u0641\u064a\u0629 \u0645\u0642\u0627\u0628\u0644 \u062e\u062f\u0645\u0627\u062a\u0647\u0627.<\/li>\n<li><strong>\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0627\u0644\u062f\u0639\u0645<\/strong>: \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0623\u0645\u0631\u0627\u0646 \u062d\u0627\u0633\u0645\u0627\u0646 \u0644\u0637\u0648\u0644 \u0639\u0645\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a. \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u062a\u062e\u0635\u064a\u0635 \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0645\u062b\u0644.<\/li>\n<\/ul>\n<h3>\u0627\u0644\u062e\u0627\u062a\u0645\u0629<\/h3>\n<p>\u0641\u0647\u0645 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u062a\u0646\u0641\u064a\u0630 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0646\u0638\u0631 \u0641\u064a \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0645\u0648\u0636\u062d\u0629 \u0623\u0639\u0644\u0627\u0647\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0645\u0633\u062a\u0646\u064a\u0631\u0629 \u062a\u062a\u0645\u0627\u0634\u0649 \u0645\u0639 \u0645\u064a\u0632\u0627\u0646\u064a\u062a\u0643 \u0648\u0623\u0647\u062f\u0627\u0641\u0643 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0625\u0639\u062f\u0627\u062f \u0623\u0648\u0644 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062e\u0627\u0635 \u0628\u0643\u060c \u062a\u062d\u0642\u0642 \u0645\u0646 <a href=\"https:\/\/messengerbot.app\/ar\/%d9%83%d9%8a%d9%81%d9%8a%d8%a9-%d8%a5%d8%b9%d8%af%d8%a7%d8%af-%d8%b1%d9%88%d8%a8%d9%88%d8%aa-%d8%a7%d9%84%d8%af%d8%b1%d8%af%d8%b4%d8%a9-%d8%a8%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7\/\">\u0627\u0644\u062f\u0644\u064a\u0644<\/a>.<\/p>\n<p><img src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/08\/ai-bot-development-469058.png\" alt=\"\u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\" loading=\"lazy\" decoding=\"async\" title=\"\"><\/p>\n<h2>\u0647\u0644 \u0635\u0646\u0639 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u063a\u064a\u0631 \u0642\u0627\u0646\u0648\u0646\u064a\u061f<\/h2>\n<p>\u062a\u0639\u062a\u0645\u062f \u0634\u0631\u0639\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0625\u0644\u0649 \u062d\u062f \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 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\u0628\u0647\u0627 \u0637\u0627\u0644\u0645\u0627 \u0623\u0646\u0647\u0627 \u062a\u062d\u062a\u0631\u0645 \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0644\u062a\u0632\u0645 \u0628\u0633\u064a\u0627\u0633\u0627\u062a \u0627\u0644\u0645\u0646\u0635\u0629.<\/p>\n<p>\u0628\u0627\u062e\u062a\u0635\u0627\u0631\u060c \u0628\u064a\u0646\u0645\u0627 \u0644\u0627 \u064a\u0639\u062f \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u063a\u064a\u0631 \u0642\u0627\u0646\u0648\u0646\u064a \u0628\u0637\u0628\u064a\u0639\u062a\u0647\u060c \u0641\u0625\u0646 \u0634\u0631\u0639\u064a\u062a\u0647\u0627 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u063a\u0631\u0636\u0647\u0627 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u0642\u0648\u0627\u0646\u064a\u0646 \u0627\u0644\u0645\u0639\u0645\u0648\u0644 \u0628\u0647\u0627. \u064a\u062c\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0644\u062a\u0646\u0642\u0644 \u0641\u064a \u0645\u0634\u0647\u062f \u0645\u0639\u0642\u062f \u0645\u0646 \u0627\u0644\u0644\u0648\u0627\u0626\u062d \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0631\u0627\u0621\u0629\u060c \u0627\u0633\u062a\u0634\u0631 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0646 <a href=\"https:\/\/www.eff.org\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 (EFF)<\/a> \u0648 \u0627\u0644 <a href=\"https:\/\/iapp.org\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0631\u0627\u0628\u0637\u0629 \u0627\u0644\u062f\u0648\u0644\u064a\u0629 \u0644\u0645\u062a\u062e\u0635\u0635\u064a \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 (IAPP)<\/a> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0624\u0649 \u0634\u0627\u0645\u0644\u0629 \u062d\u0648\u0644 \u0634\u0631\u0639\u064a\u0629 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0648\u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629.<\/p>\n<h2>\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0625\u0646\u0634\u0627\u0621 ChatGPT \u062e\u0627\u0635 \u0628\u064a\u061f<\/h2>\n<p>\u0646\u0639\u0645\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u0646\u0633\u062e\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629 \u0645\u0646 ChatGPT \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0648\u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629 \u062a\u0633\u0645\u062d \u0628\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629. \u0625\u0644\u064a\u0643 \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<ol>\n<li><strong>\u0627\u062e\u062a\u0631 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644:<\/strong> \u0627\u062e\u062a\u0631 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u064a\u062f\u0639\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP). \u062a\u0634\u0645\u0644 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 TensorFlow \u0648PyTorch \u0648\u0645\u0643\u062a\u0628\u0629 Transformers \u0645\u0646 Hugging Face. \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0623\u0637\u0631 \u0646\u0645\u0627\u0630\u062c \u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u064a\u0645\u0643\u0646 \u062a\u0639\u062f\u064a\u0644\u0647\u0627 \u0644\u0645\u0647\u0627\u0645 \u0645\u062d\u062f\u062f\u0629.<\/li>\n<li><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627:<\/strong> \u0627\u0633\u062a\u0641\u062f \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0645\u062b\u0644 GPT-3 \u0623\u0648 GPT-4 \u0645\u0646 OpenAI \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0645. \u064a\u062a\u064a\u062d \u0644\u0643 \u0630\u0644\u0643 \u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u062f\u0648\u0646 \u0627\u0644\u0628\u062f\u0621 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631. \u064a\u0645\u0643\u0646\u0643 \u062a\u062e\u0635\u064a\u0635 \u0633\u0644\u0648\u0643 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0646 \u0637\u0631\u064a\u0642 \u0636\u0628\u0637\u0647 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643.<\/li>\n<li><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u0627\u062c\u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629 \u0628\u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u064a \u062a\u0631\u064a\u062f \u0623\u0646 \u064a\u0639\u0645\u0644 \u0641\u064a\u0647 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0642\u062f \u062a\u0634\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u060c \u0623\u0648 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0623\u0648 \u0623\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0646\u0635\u064a\u0629 \u062a\u0639\u0643\u0633 \u0646\u0648\u0639 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0648\u0642\u0639\u0647\u0627.<\/li>\n<li><strong>\u0627\u0644\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u062f\u0642\u064a\u0642:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0627\u0644\u0645\u062c\u0645\u0639\u0629 \u0644\u0636\u0628\u0637 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628 \u0645\u0633\u0628\u0642\u064b\u0627. \u062a\u0639\u062f\u0644 \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0644\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0645\u062d\u062f\u062f \u0644\u062a\u0637\u0628\u064a\u0642\u0643.<\/li>\n<li><strong>\u0646\u0634\u0631:<\/strong> \u0628\u0645\u062c\u0631\u062f \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u060c \u064a\u0645\u0643\u0646\u0643 \u0646\u0634\u0631\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u062b\u0644 AWS \u0623\u0648 Google Cloud \u0623\u0648 Microsoft Azure. \u062a\u0642\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u062d\u0644\u0648\u0644\u064b\u0627 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0648\u0625\u062f\u0627\u0631\u0629 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n<li><strong>\u0627\u0646\u062f\u0645\u0627\u062c:<\/strong> \u0625\u0630\u0627 \u0631\u063a\u0628\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u062f\u0645\u062c \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629 \u0645\u062b\u0644 \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631\u060c \u0633\u0644\u0627\u0643\u060c \u0623\u0648 \u0648\u0627\u062a\u0633\u0627\u0628. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0632\u0632 \u0630\u0644\u0643 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0648\u0635\u0648\u0644.<\/li>\n<li><strong>\u062a\u062d\u0633\u064a\u0646 \u0645\u0633\u062a\u0645\u0631:<\/strong> \u0631\u0627\u0642\u0628 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0639\u0644\u064a\u0642\u0627\u062a\u0647\u0645 \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a \u062a\u0643\u064a\u064a\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/li>\n<\/ol>\n<p>\u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0623\u0643\u062b\u0631 \u062a\u0641\u0635\u064a\u0644\u0627\u064b\u060c \u064a\u0645\u0643\u0646\u0643 \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0646 OpenAI\u060c Hugging Face\u060c \u0648\u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u062d\u0648\u0644 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0631\u0624\u0649 \u0642\u064a\u0645\u0629 \u062d\u0648\u0644 \u0623\u062d\u062f\u062b \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0627\u062a \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \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.<\/p>\n<h3>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0644\u062a\u0637\u0648\u064a\u0631 ChatGPT<\/h3>\n<p>\u064a\u0639\u062a\u0628\u0631 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0645\u062a\u0627\u0632\u064b\u0627 \u0644\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0634\u0627\u0628\u0647 \u0644\u0640 ChatGPT. \u064a\u0648\u0641\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0634\u0627\u0645\u0644\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 <a href=\"https:\/\/messengerbot.app\/ar\/%d9%83%d9%8a%d9%81%d9%8a%d8%a9-%d8%a5%d8%b9%d8%af%d8%a7%d8%af-%d8%b1%d9%88%d8%a8%d9%88%d8%aa-%d8%a7%d9%84%d8%af%d8%b1%d8%af%d8%b4%d8%a9-%d8%a8%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7\/\">\u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0627\u0644\u062a\u0637\u0648\u064a\u0631. \u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646\u0647:<\/p>\n<ol>\n<li><strong>\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0625\u0637\u0627\u0631:<\/strong> \u0627\u0628\u062f\u0623 \u0628\u0625\u0639\u062f\u0627\u062f \u0645\u062c\u0645\u0648\u0639\u0629 \u0623\u062f\u0648\u0627\u062a \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a\u060c \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629.<\/li>\n<li><strong>\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u0631\u0648\u0628\u0648\u062a:<\/strong> \u0642\u0645 \u0628\u062a\u0633\u062c\u064a\u0644 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0645\u0639 \u062e\u062f\u0645\u0629 Azure Bot\u060c \u0627\u0644\u062a\u064a \u062a\u062a\u064a\u062d \u0644\u0643 \u0625\u062f\u0627\u0631\u0629 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0648\u0646\u0634\u0631\u0647 \u0639\u0644\u0649 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629.<\/li>\n<li><strong>\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u062d\u0627\u0643\u064a \u0625\u0637\u0627\u0631 \u0627\u0644\u0639\u0645\u0644 \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0644\u064a\u064b\u0627 \u0648\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621. \u062a\u0633\u0627\u0639\u062f\u0643 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0639\u0644\u0649 \u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0648\u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f \u0627\u0644\u0631\u0648\u0628\u0648\u062a.<\/li>\n<li><strong>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a Azure:<\/strong> \u0639\u0632\u0632 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c\u0647 \u0645\u0639 \u062e\u062f\u0645\u0627\u062a Azure Cognitive\u060c \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0648\u0641\u0631 \u0645\u064a\u0632\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u0644\u0627\u0645.<\/li>\n<li><strong>\u0646\u0634\u0631:<\/strong> \u0642\u0645 \u0628\u0646\u0634\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0639\u0644\u0649 Azure\u060c \u0645\u0639 \u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646\u0647 \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0643\u0641\u0627\u0621\u0629.<\/li>\n<li><strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0648\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 Azure Application Insights \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0648\u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0623\u062c\u0644 \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631.<\/li>\n<\/ol>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%af%d8%b1%d9%88%d8%b3-%d8%b1%d9%88%d8%a8%d9%88%d8%aa-%d8%a7%d9%84%d9%85%d8%b1%d8%a7%d8%b3%d9%84%d8%a9\/\">\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0625\u0646\u0634\u0627\u0621 \u062a\u062c\u0631\u0628\u0629 \u0642\u0648\u064a\u0629 \u0648\u062c\u0630\u0627\u0628\u0629 \u0645\u0634\u0627\u0628\u0647\u0629 \u0644\u0640 ChatGPT \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0643.<\/p>\n<h2>\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0645\u0646\u0635\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n<p>\u0639\u0646\u062f \u0627\u0644\u063a\u0648\u0635 \u0641\u064a <strong>\u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>, \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0623\u0645\u0631 \u062d\u0627\u0633\u0645 \u0644\u0644\u0646\u062c\u0627\u062d. \u062a\u0642\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 <strong>\u0648\u0646\u0648\u062c\u0647\u0643 \u062e\u0644\u0627\u0644 \u0639\u0645\u0644\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0628\u0648\u062a \u0645\u0634\u0627\u0628\u0647 \u0644\u0640 ChatGPT \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0627\u0646\u0636\u0645 \u0625\u0644\u064a\u0646\u0627 \u0628\u064a\u0646\u0645\u0627 \u0646\u0633\u062a\u0643\u0634\u0641 \u0639\u0627\u0644\u0645<\/strong> \u0645\u064a\u0632\u0627\u062a \u0648\u0642\u062f\u0631\u0627\u062a \u0641\u0631\u064a\u062f\u0629 \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f \u0641\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0641\u064a \u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u062a\u0639\u0632\u064a\u0632 \u0648\u0638\u0627\u0626\u0641 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643.<\/p>\n<h3>\u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h3>\n<p>\u062a\u062a\u0645\u064a\u0632 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644 <strong>\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0645\u0646 \u0623\u0628\u0631\u0632\u0647\u0627:<\/p>\n<ul>\n<li><strong>\u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631:<\/strong> \u0645\u0646\u0635\u0629 \u0645\u0645\u0644\u0648\u0643\u0629 \u0644\u062c\u0648\u062c\u0644 \u062a\u062a\u0641\u0648\u0642 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0648\u0627\u062c\u0647\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629.<\/li>\n<li><strong>\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 Microsoft Bot:<\/strong> \u064a\u0633\u0645\u062d \u0647\u0630\u0627 \u0627\u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0634\u0627\u0645\u0644 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0628\u0628\u0646\u0627\u0621 \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0646\u0634\u0631 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0648\u064a\u0628 \u0648\u0627\u0644\u062c\u0648\u0627\u0644.<\/li>\n<li><strong>IBM Watson Assistant:<\/strong> \u0645\u0639\u0631\u0648\u0641\u0629 \u0628\u0642\u062f\u0631\u0627\u062a\u0647\u0627 \u0627\u0644\u0642\u0648\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u0648\u0641\u0631 Watson Assistant \u0623\u062f\u0648\u0627\u062a \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0637\u0648\u0631\u0629 \u064a\u0645\u0643\u0646\u0647\u0627 \u0641\u0647\u0645 \u0648\u0627\u0644\u0631\u062f \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/li>\n<li><strong>Brain Pod AI:<\/strong> \u062a\u0642\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">Asistente de chat AI<\/a> \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u062f\u0645\u062c\u0647\u0627 \u0641\u064a \u0645\u0646\u0635\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629.<\/li>\n<\/ul>\n<p>\u062a\u0642\u062f\u0645 \u0643\u0644 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0645\u0632\u0627\u064a\u0627 \u0645\u0645\u064a\u0632\u0629\u060c \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u0645\u062a\u0637\u0644\u0628\u0627\u062a\u0643 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u062e\u0628\u0631\u062a\u0643 \u0627\u0644\u062a\u0642\u0646\u064a\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646 \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0639 \u062f\u0639\u0645 \u0642\u0648\u064a\u060c \u0641\u0642\u062f \u062a\u0643\u0648\u0646 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 <strong>Brain Pod AI<\/strong> \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635.<\/p>\n<h3>\u0645\u0642\u0627\u0631\u0646\u0629 \u062e\u062f\u0645\u0629 Azure AI Bot \u0645\u0639 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0623\u062e\u0631\u0649<\/h3>\n<p>\u062a\u0639\u062a\u0628\u0631 <strong>\u062e\u062f\u0645\u0629 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0623\u0632\u0648\u0631<\/strong> \u062a\u0639\u062f \u062e\u064a\u0627\u0631\u064b\u0627 \u0631\u0627\u0626\u062f\u064b\u0627 \u0628\u064a\u0646 <strong>\u0634\u0631\u0643\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0628\u0641\u0636\u0644 \u0642\u062f\u0631\u062a\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0633\u0639 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644. \u0625\u0644\u064a\u0643 \u0643\u064a\u0641 \u062a\u0642\u0627\u0631\u0646 \u0645\u0639 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649:<\/p>\n<ul>\n<li><strong>\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639:<\/strong> \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0644\u0623\u0632\u0648\u0631 \u062a\u0633\u0645\u062d \u0628\u0627\u0644\u062a\u0648\u0633\u0639 \u0627\u0644\u0633\u0644\u0633 \u0645\u0639 \u0632\u064a\u0627\u062f\u0629 \u0639\u062f\u062f \u0645\u0633\u062a\u062e\u062f\u0645\u064a \u0627\u0644\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u060c \u0639\u0644\u0649 \u0639\u0643\u0633 \u0628\u0639\u0636 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0623\u0635\u063a\u0631 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0648\u0627\u062c\u0647 \u0635\u0639\u0648\u0628\u0629 \u062a\u062d\u062a \u0627\u0644\u0637\u0644\u0628 \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f.<\/li>\n<li><strong>\u0627\u0646\u062f\u0645\u0627\u062c:<\/strong> \u062a\u062a\u0643\u0627\u0645\u0644 \u0623\u0632\u0648\u0631 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f \u0645\u0639 \u062e\u062f\u0645\u0627\u062a \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0646\u0638\u0627\u0645\u064b\u0627 \u0628\u064a\u0626\u064a\u064b\u0627 \u0634\u0627\u0645\u0644\u0627\u064b \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u0644\u0641\u0639\u0644 \u0645\u0646\u062a\u062c\u0627\u062a \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a.<\/li>\n<li><strong>\u0627\u0644\u062a\u0643\u0644\u0641\u0629:<\/strong> \u0628\u064a\u0646\u0645\u0627 \u062a\u0642\u062f\u0645 \u0623\u0632\u0648\u0631 \u0645\u064a\u0632\u0627\u062a \u0642\u0648\u064a\u0629\u060c \u0642\u062f \u062a\u0623\u062a\u064a \u0628\u062a\u0643\u0644\u0641\u0629 \u0623\u0639\u0644\u0649 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 <strong>\u062a\u062f\u0641\u0642 \u0627\u0644\u062d\u0648\u0627\u0631<\/strong>, \u0648\u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629.<\/li>\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645:<\/strong> \u062a\u0642\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 <strong>Brain Pod AI<\/strong> \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0633\u0647\u0644\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062a\u0627\u062d\u0629 \u0644\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u0644\u064a\u0633 \u0644\u062f\u064a\u0647\u0645 \u062e\u0644\u0641\u064a\u0629 \u062a\u0642\u0646\u064a\u0629 \u0648\u0627\u0633\u0639\u0629.<\/li>\n<\/ul>\n<p>\u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629\u060c \u0633\u064a\u0639\u062a\u0645\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0646\u0635\u0629 \u0639\u0644\u0649 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0627\u0644\u0645\u062d\u062f\u062f\u0629\u060c \u0648\u0645\u064a\u0632\u0627\u0646\u064a\u062a\u0643\u060c \u0648\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u062f\u0627\u062e\u0644 \u0641\u0631\u064a\u0642\u0643. \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0647\u0630\u0647 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0628\u062f\u0642\u0629 \u0633\u064a\u0636\u0645\u0646 \u0644\u0643 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644 <strong>\u062a\u0637\u0648\u064a\u0631 \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0644\u0645\u0634\u0631\u0648\u0639\u0643.<\/p>\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/ar\/mastering-ai-bot-development-your-comprehensive-guide-to-building-costs-and-tools-for-chatbot-success\/\" data-essbisPostTitle=\"Mastering AI Bot Development: Your Comprehensive Guide to Building, Costs, and Tools for Chatbot Success\" data-essbisHoverContainer=\"\"><p>Key Takeaways Master the fundamentals of AI bot development to create effective chatbots that enhance user engagement. Choose the right AI bot development platform, such as Dialogflow or Microsoft Bot Framework, based on your project needs. Understand the costs associated with AI chatbot development, which can range from $10,000 for basic bots to over $1 [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":256624,"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-256625","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\/256625","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=256625"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/256625\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/256624"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=256625"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=256625"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=256625"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}