{"id":253980,"date":"2025-01-27T09:21:48","date_gmt":"2025-01-27T17:21:48","guid":{"rendered":"https:\/\/messengerbot.app\/how-to-create-a-chatbot-a-step-by-step-guide-to-building-your-own-ai-chatbot-in-python\/"},"modified":"2025-01-27T09:21:48","modified_gmt":"2025-01-27T17:21:48","slug":"%d9%83%d9%8a%d9%81%d9%8a%d8%a9-%d8%a5%d9%86%d8%b4%d8%a7%d8%a1-%d8%b1%d9%88%d8%a8%d9%88%d8%aa-%d9%85%d8%ad%d8%a7%d8%af%d8%ab%d8%a9-%d8%af%d9%84%d9%8a%d9%84-%d8%ae%d8%b7%d9%88%d8%a9-%d8%a8%d8%ae%d8%b7","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/ar\/how-to-create-a-chatbot-a-step-by-step-guide-to-building-your-own-ai-chatbot-in-python\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629: \u062f\u0644\u064a\u0644 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 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\u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627. \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u0645\u0647\u062a\u0645\u064b\u0627 \u0628\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0633\u064a\u0637 \u0623\u0648 \u062d\u0644 AI \u0645\u062a\u0637\u0648\u0631\u060c \u0633\u064a\u0648\u0641\u0631 \u0644\u0643 \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0631\u0624\u0649 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0646\u062c\u0627\u062d \u0641\u064a <strong>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629<\/strong> \u0627\u0644\u0630\u064a \u064a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643. \u0627\u0646\u0636\u0645 \u0625\u0644\u064a\u0646\u0627 \u0648\u0646\u062d\u0646 \u0646\u0628\u062f\u0623 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\u062c\u0645\u064a\u0639 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u062a\u0639\u0645\u0644 \u0628\u0633\u0644\u0627\u0633\u0629. \u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u062a\u0643\u0648\u0646 \u0631\u0627\u0636\u064a\u064b\u0627\u060c \u0627\u0646\u0634\u0631\u0647 \u0639\u0644\u0649 \u0645\u0648\u0642\u0639\u0643 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0623\u0648 \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u062e\u062a\u0627\u0631\u0629.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0631\u0627\u0642\u0628 \u0648\u062d\u0642\u0642 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0645\u062b\u0644<\/strong>\n<ul>\n<li>\u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0644\u062a\u062a\u0628\u0639 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062c\u0645\u0639 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a. 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\u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u062a\u0648\u0641\u0631 \u0645\u0648\u0627\u0631\u062f \u0645\u062b\u0644 <a href=\"https:\/\/chatbotmagazine.com\" target=\"_blank\" rel=\"noopener\">\u0645\u062c\u0644\u0629 Chatbot<\/a> \u0648 <a href=\"https:\/\/aitrends.com\" target=\"_blank\" rel=\"noopener\">\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0631\u0624\u0649 \u0642\u064a\u0645\u0629 \u062d\u0648\u0644 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0648\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0641\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0628\u0641\u0639\u0627\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\/\">\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629<\/a> \u0627\u0644\u062a\u064a \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u062a\u0639\u0632\u0632 \u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/01\/make-a-chatbot-2547221.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>\u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/h2>\n<p>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u064a\u062a\u0637\u0644\u0628 \u0641\u0647\u0645 \u0645\u0643\u0648\u0646\u0627\u062a\u0647 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0648\u0638\u0627\u0626\u0641\u0647. \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0647\u0648 \u0628\u0631\u0646\u0627\u0645\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0635\u0645\u0645 \u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0628\u0634\u0631\u064a\u064a\u0646\u060c \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0623\u0648 \u0627\u0644\u0635\u0648\u062a\u064a\u0629. \u0633\u062a\u062a\u0646\u0627\u0648\u0644 \u0647\u0630\u0647 \u0627\u0644\u0642\u0633\u0645 \u0645\u0627 \u0647\u0648 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648\u0643\u064a\u0641 \u064a\u0639\u0645\u0644\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629.<\/p>\n<h3>\u0645\u0627 \u0647\u0648 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0648\u0643\u064a\u0641 \u064a\u0639\u0645\u0644\u061f<\/h3>\n<p>\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0647\u0648 \u062a\u0637\u0628\u064a\u0642 \u0628\u0631\u0645\u062c\u064a \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0637\u0631\u064a\u0642\u0629 \u0645\u062d\u0627\u062f\u062b\u0629. \u064a\u0645\u0643\u0646 \u062f\u0645\u062c\u0647 \u0641\u064a \u0645\u0646\u0635\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0648\u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0633\u0644\u0629. \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0647\u064a \u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u0622\u0644\u064a\u0629 \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u064a\u0633\u0647\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0639\u0644\u0649 \u0646\u0635\u0648\u0635 \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0623\u0648 \u062a\u0633\u062a\u062e\u062f\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f\u0647\u0627 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/p>\n<p>\u0644\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0641\u0647\u0645 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629. \u062a\u0639\u062a\u0645\u062f \u0645\u0639\u0638\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0644\u062a\u0641\u0633\u064a\u0631 \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0648\u0644\u064a\u062f \u0631\u062f\u0648\u062f \u0645\u0646\u0627\u0633\u0628\u0629. \u062a\u0645\u0643\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0646 \u0641\u0647\u0645 \u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0648\u0627\u0644\u0646\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0623\u0643\u062b\u0631 \u0625\u0646\u0633\u0627\u0646\u064a\u0629. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0645\u0647\u062a\u0645\u064a\u0646 \u0628\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0648\u0641\u0631 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 <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\u0644\u0645\u0631\u0627\u0633\u0644\u0629<\/a> \u0631\u0624\u0649 \u0642\u064a\u0645\u0629 \u062d\u0648\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631.<\/p>\n<h3>\u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629<\/h3>\n<p>\u0639\u0646\u062f \u0627\u0644\u0634\u0631\u0648\u0639 \u0641\u064a \u0631\u062d\u0644\u0629 \u0625\u0644\u0649 <strong>\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629<\/strong>, \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u0629 \u0639\u062f\u0629 \u0645\u0643\u0648\u0646\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n<ul>\n<li><strong>\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 (UI):<\/strong> \u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u062e\u0637\u064a\u0637 \u0648\u0627\u062c\u0647\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0645\u0631 \u062d\u0627\u0633\u0645 \u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u062a\u0636\u0645\u0646 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062c\u064a\u062f\u064b\u0627 \u0623\u0646 \u064a\u062a\u0645\u0643\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0645\u0646 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629.<\/li>\n<li><strong>\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062e\u0644\u0641\u064a\u0629:<\/strong> \u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u0627\u0644\u062e\u0627\u062f\u0645 \u0648\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (APIs) \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u0648\u0638\u064a\u0641\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u062a\u0639\u062a\u0628\u0631 \u0628\u0646\u064a\u0629 \u062e\u0644\u0641\u064a\u0629 \u0642\u0648\u064a\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<li><strong>\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644:<\/strong> \u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u0638\u064a\u0641\u0629 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u064a\u062c\u0628 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0642\u0627\u062f\u0631\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0645\u0646\u0635\u0627\u062a \u0648\u062e\u062f\u0645\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u062b\u0644 \u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0642\u0646\u0648\u0627\u062a \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\u062d\u0644\u064a\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631:<\/strong> \u062a\u062a\u064a\u062d \u0644\u0643 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u062a\u062a\u0628\u0639 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062c\u0645\u0639 \u0627\u0644\u0631\u0624\u0649\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0645\u0646 \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631.<\/li>\n<\/ul>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0641\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 <strong>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629<\/strong> \u0627\u0644\u0630\u064a \u064a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629. \u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0623\u0639\u0645\u0642 \u0644\u0648\u0638\u0627\u0626\u0641 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0632\u064a\u0627\u0631\u0629 <a href=\"https:\/\/messengerbot.app\/ar\/%d8%ab%d9%88%d8%b1%d8%a9-%d9%81%d9%8a-%d8%af%d8%b9%d9%85-%d8%a7%d9%84%d8%b9%d9%85%d9%84%d8%a7%d8%a1-%d8%a7%d9%84%d9%83%d8%b4%d9%81-%d8%b9%d9%86-%d8%a3%d9%81%d8%b6%d9%84-%d8%b1%d9%88%d8%a8%d9%88%d8%aa\/\">\u0623\u0641\u0636\u0644 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0644\u0631\u0624\u064a\u0629 \u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 \u062a\u0646\u0641\u064a\u0630\u0627\u062a \u0646\u0627\u062c\u062d\u0629.<\/p>\n<h2>\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0642\u062f\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n<p>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u064a\u062d\u0627\u0643\u064a \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645 \u0645\u062b\u0644 ChatGPT \u064a\u062a\u0637\u0644\u0628 \u0641\u0647\u0645 \u062a\u0641\u0627\u0635\u064a\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0648\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627. \u0633\u064a\u0648\u062c\u0647\u0643 \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u0644\u062f\u064a\u0643 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a <strong>\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629<\/strong> \u0627\u0644\u062a\u064a \u062a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643.<\/p>\n<h3>\u0641\u0647\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/h3>\n<p>\u062a\u0639\u062a\u0628\u0631 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u062c\u0627\u0646\u0628\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0622\u0644\u0627\u062a \u0645\u0646 \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u0627\u0644\u0631\u062f \u0639\u0644\u064a\u0647\u0627 \u0628\u0637\u0631\u064a\u0642\u0629 \u0630\u0627\u062a \u0645\u0639\u0646\u0649. \u0625\u0644\u064a\u0643 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \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<ul>\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635:<\/strong> \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u062a\u0642\u0633\u064a\u0645 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0625\u0644\u0649 \u0623\u062c\u0632\u0627\u0621 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0625\u062f\u0627\u0631\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u062c\u0645\u0644 \u0648\u0627\u0644\u0643\u0644\u0645\u0627\u062a\u060c \u0644\u062a\u062d\u0644\u064a\u0644 \u0645\u0639\u0627\u0646\u064a\u0647\u0627.<\/li>\n<li><strong>Reconocimiento de Intenciones:<\/strong> \u064a\u062c\u0628 \u0639\u0644\u0649 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u062a\u062d\u062f\u064a\u062f \u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u0631\u0627\u0621 \u0631\u0633\u0627\u0644\u062a\u0647. \u064a\u0645\u0643\u0646 \u062a\u062d\u0642\u064a\u0642 \u0630\u0644\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062a\u064a \u062a\u0635\u0646\u0641 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0625\u0644\u0649 \u0641\u0626\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627.<\/li>\n<li><strong>\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a:<\/strong> \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u0646 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0645\u0627\u0621\u060c \u0648\u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e\u060c \u0623\u0648 \u0627\u0644\u0645\u0648\u0627\u0642\u0639\u060c \u0623\u0645\u0631 \u062d\u064a\u0648\u064a \u0644\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \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 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0646\u064a\u0629 \u0648\u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a\u060c \u064a\u062c\u0628 \u0639\u0644\u0649 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u062a\u0648\u0644\u064a\u062f \u0631\u062f\u0648\u062f \u0645\u0646\u0627\u0633\u0628\u0629. \u064a\u0645\u0643\u0646 \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0646\u0638\u0645\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0623\u0648 \u062a\u0642\u0646\u064a\u0627\u062a \u0623\u0643\u062b\u0631 \u062a\u0642\u062f\u0645\u064b\u0627 \u0645\u062b\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629.<\/li>\n<\/ul>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u062a\u0642\u0627\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0639\u0632\u064a\u0632 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0644\u0640 <strong>\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u064a\u062b\u0648\u0646<\/strong> \u0648\u0636\u0645\u0627\u0646 \u062a\u0642\u062f\u064a\u0645\u0647 \u062a\u062c\u0631\u0628\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0633\u0644\u0633\u0629.<\/p>\n<h3>\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0644\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a<\/h3>\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0628\u0641\u0639\u0627\u0644\u064a\u0629:<\/p>\n<ul>\n<li><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627:<\/strong> \u062a\u0642\u062f\u0645 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 <a href=\"https:\/\/huggingface.co\/\" target=\"_blank\" rel=\"noopener\">Hugging Face<\/a> \u062a\u0642\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0644\u0643 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0628\u0646\u064a\u0629 GPT. \u064a\u0645\u0643\u0646 \u0636\u0628\u0637 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0644\u062a\u0646\u0627\u0633\u0628 \u062a\u0637\u0628\u064a\u0642\u0643 \u0627\u0644\u0645\u062d\u062f\u062f.<\/li>\n<li><strong>\u0627\u0644\u062a\u062e\u0635\u064a\u0635:<\/strong> \u064a\u062a\u0636\u0645\u0646 \u0636\u0628\u0637 \u0646\u0645\u0648\u0630\u062c \u0645\u062f\u0631\u0628 \u0645\u0633\u0628\u0642\u064b\u0627 \u062a\u062f\u0631\u064a\u0628\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 \u0644\u062a\u0643\u064a\u064a\u0641 \u0631\u062f\u0648\u062f\u0647 \u0645\u0639 \u0633\u064a\u0627\u0642\u0643 \u0627\u0644\u0641\u0631\u064a\u062f. \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0636\u0645\u0627\u0646 \u0641\u0647\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u062e\u0635\u0648\u0635\u064a\u0627\u062a \u062c\u0645\u0647\u0648\u0631\u0643 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641.<\/li>\n<li><strong>\u0627\u0646\u062f\u0645\u0627\u062c:<\/strong> \u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u064a\u0635\u0628\u062d \u0646\u0645\u0648\u0630\u062c\u0643 \u062c\u0627\u0647\u0632\u064b\u0627\u060c \u0642\u0645 \u0628\u062f\u0645\u062c\u0647 \u0641\u064a \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 <strong>TensorFlow<\/strong> \u0623\u0648 <strong>PyTorch<\/strong> \u0644\u062a\u0633\u0647\u064a\u0644 \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/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\u062f\u0645\u062c\u060c \u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646. \u0627\u062c\u0645\u0639 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0642\u0645 \u0628\u062a\u062d\u0633\u064a\u0646 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0634\u0643\u0644 \u062f\u0648\u0631\u064a \u0644\u062a\u0639\u0632\u064a\u0632 \u0623\u062f\u0627\u0626\u0647.<\/li>\n<\/ul>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627\u060c \u064a\u0645\u0643\u0646\u0643 <strong>\u0628\u0646\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629<\/strong> \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u062a\u0648\u0641\u0631 \u062a\u062c\u0631\u0628\u0629 \u0645\u062d\u0627\u062f\u062b\u0629 \u063a\u0646\u064a\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/p>\n<h2>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0645\u0634\u0631\u0648\u0639\u064b\u0627 \u0645\u062b\u064a\u0631\u064b\u0627\u060c \u062e\u0627\u0635\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u062a\u064a \u062a\u062a\u064a\u062d \u0644\u0643 \u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u062f\u0648\u0646 \u062a\u0643\u0628\u062f \u062a\u0643\u0627\u0644\u064a\u0641. \u0633\u062a\u0648\u062c\u0647\u0643 \u0647\u0630\u0647 \u0627\u0644\u0642\u0633\u0645 \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c GPT \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0623\u0637\u0631\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062a\u0642\u062f\u064a\u0645 \u062f\u0644\u064a\u0644 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u0644\u062a\u0646\u0641\u064a\u0630 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 GPT.<\/p>\n<h3>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0648\u0623\u0637\u0631 GPT \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629<\/h3>\n<p>\u0644 <strong>\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629<\/strong> \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 GPT\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0648\u0623\u0637\u0631 \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u062a\u0628\u0633\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629:<\/p>\n<ul>\n<li><strong>Hugging Face:<\/strong> \u062a\u0642\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 GPT\u060c \u0648\u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0636\u0628\u0637\u0647\u0627 \u0644\u062a\u0646\u0627\u0633\u0628 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0627\u0644\u0645\u062d\u062f\u062f\u0629. \u0625\u0646\u0647\u0627 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062a\u0648\u0641\u0631 \u0648\u062b\u0627\u0626\u0642 \u0634\u0627\u0645\u0644\u0629 \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0639\u0644\u0649 \u0627\u0644\u0628\u062f\u0621.<\/li>\n<li><strong>Google Colab:<\/strong> \u0645\u0646\u0635\u0629 \u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u062a\u062a\u064a\u062d \u0644\u0643 \u062a\u0634\u063a\u064a\u0644 \u0643\u0648\u062f \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u0645\u062a\u0635\u0641\u062d\u0643. \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0645\u0648\u0627\u0631\u062f GPU \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0628\u0643\u0641\u0627\u0621\u0629.<\/li>\n<li><strong>\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a OpenAI:<\/strong> \u0628\u064a\u0646\u0645\u0627 \u062a\u0648\u062c\u062f \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u062f\u0641\u0648\u0639\u0629\u060c \u062a\u0642\u062f\u0645 OpenAI \u062e\u064a\u0627\u0631\u0627\u062a \u0645\u062c\u0627\u0646\u064a\u0629 \u062a\u062a\u064a\u062d \u0644\u0643 \u062a\u062c\u0631\u0628\u0629 \u0646\u0645\u0627\u0630\u062c\u0647\u0627 \u0627\u0644\u0642\u0648\u064a\u0629. \u0647\u0630\u0647 \u0637\u0631\u064a\u0642\u0629 \u0631\u0627\u0626\u0639\u0629 \u0644\u062a <strong>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629<\/strong> without upfront costs.<\/li>\n<\/ul>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0648\u0627\u0631\u062f\u060c \u064a\u0645\u0643\u0646\u0643 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 <strong>\u0628\u0646\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629<\/strong> \u0627\u0644\u062a\u064a \u062a\u0644\u0628\u064a \u0645\u062a\u0637\u0644\u0628\u0627\u062a\u0643 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0645\u0646\u062e\u0641\u0636\u0629.<\/p>\n<h3>\u062f\u0644\u064a\u0644 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u0644\u062a\u0646\u0641\u064a\u0630 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 GPT<\/h3>\n<p>\u0625\u0644\u064a\u0643 \u062f\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 <strong>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629<\/strong> \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 GPT:<\/p>\n<ol>\n<li><strong>\u0625\u0639\u062f\u0627\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628:<\/strong>\n<ul>\n<li><strong>\u062d\u062f\u062f \u0627\u0644\u0647\u062f\u0641:<\/strong> \u062d\u062f\u062f \u0628\u0648\u0636\u0648\u062d \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0623\u0646 \u064a\u0642\u0648\u0645 \u0628\u0647\u0627 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643.<\/li>\n<li><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u0627\u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0646\u0635\u064a\u0629 \u0630\u0627\u062a \u0635\u0644\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0623\u0648 \u062d\u0648\u0627\u0631\u0627\u062a \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n<li><strong>\u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u0642\u0645 \u0628\u062a\u0646\u0638\u064a\u0645 \u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0628\u062a\u0646\u0633\u064a\u0642 JSON \u0623\u0648 CSV \u0644\u0644\u062a\u062f\u0631\u064a\u0628.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0627\u062e\u062a\u0631 \u0645\u0646\u0635\u0629 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u062c\u0627\u0646\u064a\u0629:<\/strong>\n<ul>\n<li>\u0627\u062e\u062a\u0631 \u0645\u0646\u0635\u0629 \u0645\u062b\u0644 Hugging Face \u0623\u0648 Google Colab \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643.<\/li>\n<li>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0644\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0648\u0642\u062a \u0648\u0627\u0644\u062c\u0647\u062f.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u062a\u062f\u0631\u064a\u0628 \u0648\u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c:<\/strong>\n<ul>\n<li>\u0642\u0645 \u0628\u062a\u062d\u0633\u064a\u0646 \u0646\u0645\u0648\u0630\u062c GPT \u0627\u0644\u0645\u062f\u0631\u0628 \u0645\u0633\u0628\u0642\u064b\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643.<\/li>\n<li>\u062d\u062f\u062f \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0645\u062b\u0644 \u0645\u0639\u062f\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u062d\u062c\u0645 \u0627\u0644\u062f\u0641\u0639\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0645\u062b\u0644.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0627\u062e\u062a\u0628\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643:<\/strong>\n<ul>\n<li>\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u062a\u0642\u064a\u064a\u0645 \u0631\u062f\u0648\u062f\u0647.<\/li>\n<li>\u0642\u0645 \u0628\u062a\u062d\u0633\u064a\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0646\u0634\u0631 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0622\u0644\u064a\u0629:<\/strong>\n<ul>\n<li>\u0627\u062e\u062a\u0631 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0645\u062b\u0644 Discord \u0623\u0648 \u0645\u0648\u0642\u0639\u0643 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0644\u0644\u062a\u0643\u0627\u0645\u0644.<\/li>\n<li>\u0631\u0627\u0642\u0628 \u0627\u0644\u0623\u062f\u0627\u0621 \u0644\u062c\u0645\u0639 \u0631\u0624\u0649 \u062d\u0648\u0644 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b:<\/strong>\n<ul>\n<li>\u0642\u0645 \u0628\u062a\u062d\u062f\u064a\u062b \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0628\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062c\u062f\u064a\u062f\u0629.<\/li>\n<li>\u0634\u062c\u0639 \u0639\u0644\u0649 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\u0628\u0627\u062a\u0628\u0627\u0639 \u0647\u0630\u0647 \u0627\u0644\u062e\u0637\u0648\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0628\u0646\u062c\u0627\u062d <strong>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629<\/strong> \u0645\u062c\u0627\u0646\u064a\u064b\u0627\u060c \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u0648\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0639\u0632\u064a\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0645\u0634\u0627\u0631\u0643\u062a\u0647\u0645. \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0645\u0646 <a href=\"https:\/\/openai.com\" target=\"_blank\" rel=\"noopener\">\u0623\u0648\u0628\u0646 \u0623\u064a\u0647 \u0622\u064a<\/a>, <a href=\"https:\/\/huggingface.co\" target=\"_blank\" rel=\"noopener\">Hugging Face<\/a>\u060c \u0648 <a href=\"https:\/\/ai.google\" target=\"_blank\" rel=\"noopener\">Google AI<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/01\/make-a-chatbot-2436870-png.avif\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>\u0643\u064a\u0641\u064a\u0629 \u0628\u0646\u0627\u0621 ChatGPT \u0645\u0646 \u0627\u0644\u0635\u0641\u0631<\/h2>\n<p>\u064a\u062a\u0637\u0644\u0628 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0645\u062e\u0635\u0635 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631 \u0633\u0644\u0633\u0644\u0629 \u0645\u0646 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062e\u0637\u064a\u0637 \u0648\u062a\u0646\u0641\u064a\u0630 \u062f\u0642\u064a\u0642. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0641\u0647\u0645 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u064a\u0644\u0628\u064a \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644.<\/p>\n<h3>\u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629<\/h3>\n<p>\u0644 <strong>\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629<\/strong>, \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0639\u0644\u0649 \u062f\u0631\u0627\u064a\u0629 \u0628\u0628\u0639\u0636 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a. \u0625\u0644\u064a\u0643 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n<ul>\n<li><strong>\u0628\u0627\u064a\u062b\u0648\u0646<\/strong>: Python \u0647\u064a \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u0644\u063a\u0627\u062a \u0634\u0639\u0628\u064a\u0629 \u0644\u0640 <strong>\u0628\u0646\u0627\u0621 \u0627\u0644\u062f\u0631\u062f\u0634\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629<\/strong>. \u062a\u062c\u0639\u0644 \u0628\u0633\u0627\u0637\u062a\u0647\u0627 \u0648\u0645\u0643\u062a\u0628\u0627\u062a\u0647\u0627 \u0627\u0644\u0648\u0627\u0633\u0639\u0629 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0643\u0644 \u0645\u0646 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0648\u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u062e\u0628\u0631\u0629. \u062a\u0648\u0641\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 <a href=\"https:\/\/www.nltk.org\/\" target=\"_blank\" rel=\"noopener\">NLTK<\/a> \u0648 <a href=\"https:\/\/github.com\/RasaHQ\/rasa\" target=\"_blank\" rel=\"noopener\">\u0631\u0627\u0633\u0627<\/a> \u0623\u062f\u0648\u0627\u062a \u0642\u0648\u064a\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP).<\/li>\n<li><strong>\u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a<\/strong>: \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u064a\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u064a\u0628\u060c \u0641\u0625\u0646 JavaScript \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a. \u064a\u0633\u0645\u062d \u0628\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0623\u0637\u0631 \u0645\u062b\u0644 <a href=\"https:\/\/botpress.com\/\" target=\"_blank\" rel=\"noopener\">Botpress<\/a>.<\/li>\n<li><strong>\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/strong>: \u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0628\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (APIs) \u0623\u0645\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0644\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 \u0645\u062e\u062a\u0644\u0641\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0627\u0633\u062a\u062e\u062f\u0627\u0645 <a href=\"https:\/\/developers.facebook.com\/docs\/messenger-platform\/\" target=\"_blank\" rel=\"noopener\">\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a\u0633\u0628\u0648\u0643 \u0645\u0627\u0633\u0646\u062c\u0631<\/a> \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0632\u0632 \u0645\u0646 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643.<\/li>\n<\/ul>\n<h3>\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python<\/h3>\n<p>\u0645\u062a\u0649 <strong>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646<\/strong>, \u0627\u062a\u0628\u0627\u0639 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u064a\u0636\u0645\u0646 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u0623\u0643\u062b\u0631 \u0633\u0644\u0627\u0633\u0629:<\/p>\n<ul>\n<li><strong>\u062d\u062f\u062f \u0623\u0647\u062f\u0627\u0641\u064b\u0627 \u0648\u0627\u0636\u062d\u0629<\/strong>: \u0642\u0628\u0644 \u0623\u0646 \u062a\u0628\u062f\u0623 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0636\u0639 \u062e\u0637\u0629 \u0644\u0645\u0627 \u062a\u0631\u064a\u062f \u0623\u0646 \u064a\u062d\u0642\u0642\u0647 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0633\u062a\u0633\u0627\u0639\u062f\u0643 \u0647\u0630\u0647 \u0627\u0644\u0648\u0636\u0648\u062d \u0641\u064a \u062a\u0648\u062c\u064a\u0647 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643.<\/li>\n<li><strong>\u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a<\/strong>: \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 <a href=\"https:\/\/git-scm.com\/\" target=\"_blank\" rel=\"noopener\">Git<\/a> : \u0644\u0625\u062f\u0627\u0631\u0629 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629 \u0641\u064a \u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0627\u0644\u0622\u062e\u0631\u064a\u0646 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644.<\/li>\n<li><strong>\u0627\u062e\u062a\u0628\u0631 \u0628\u0634\u0643\u0644 \u0645\u062a\u0643\u0631\u0631<\/strong>: \u0627\u062e\u062a\u0628\u0631 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0637\u0648\u064a\u0631. \u062a\u062a\u064a\u062d \u0644\u0643 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0648\u0625\u0635\u0644\u0627\u062d\u0647\u0627 \u0645\u0628\u0643\u0631\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0645\u0646\u062a\u062c\u064b\u0627 \u0646\u0647\u0627\u0626\u064a\u064b\u0627 \u0623\u0643\u062b\u0631 \u0642\u0648\u0629.<\/li>\n<li><strong>\u062c\u0645\u0639 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646<\/strong>: \u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u064a\u0635\u0628\u062d \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0645\u0628\u0627\u0634\u0631\u064b\u0627\u060c \u0627\u062c\u0645\u0639 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0644\u062a\u062d\u0633\u064a\u0646 \u0648\u0638\u0627\u0626\u0641\u0647 \u0648\u062a\u0639\u0632\u064a\u0632 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/li>\n<\/ul>\n<h2>\u0643\u064a\u0641\u064a\u0629 \u0628\u0646\u0627\u0621 ChatGPT \u0645\u0646 \u0627\u0644\u0635\u0641\u0631<\/h2>\n<p>\u0625\u0646\u0634\u0627\u0621 ChatGPT \u0645\u062e\u0635\u0635 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631 \u064a\u062a\u0636\u0645\u0646 \u0639\u062f\u0629 \u062e\u0637\u0648\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u062a\u0642\u0646\u064a\u0629 GPT \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 OpenAI. \u0625\u0644\u064a\u0643 \u062f\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0643 <strong>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629<\/strong> \u0627\u0644\u0645\u062e\u0635\u0635 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643:<\/p>\n<ol>\n<li><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0645\u0646\u0635\u0629<\/strong>: \u0627\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 <a href=\"https:\/\/chat.openai.com\" target=\"_blank\" rel=\"noopener\">chat.openai.com<\/a> \u0648\u0642\u0645 \u0628\u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u062f\u062e\u0648\u0644 \u0625\u0644\u0649 \u062d\u0633\u0627\u0628 OpenAI \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0625\u0630\u0627 \u0644\u0645 \u064a\u0643\u0646 \u0644\u062f\u064a\u0643 \u062d\u0633\u0627\u0628\u060c \u0633\u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0644\u062a\u0633\u062c\u064a\u0644.<\/li>\n<li><strong>\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u062e\u064a\u0627\u0631\u0627\u062a GPT<\/strong>: \u0641\u064a \u0627\u0644\u0644\u0648\u062d\u0629 \u0627\u0644\u062c\u0627\u0646\u0628\u064a\u0629\u060c \u0627\u0646\u0642\u0631 \u0639\u0644\u0649 <strong>\u0627\u0633\u062a\u0643\u0634\u0627\u0641 GPTs<\/strong>. \u062a\u062a\u064a\u062d \u0644\u0643 \u0647\u0630\u0647 \u0627\u0644\u0642\u0633\u0645 \u0639\u0631\u0636 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0648\u0641\u0647\u0645 \u0648\u0638\u0627\u0626\u0641\u0647\u0627.<\/li>\n<li><strong>\u0628\u062f\u0621 \u0627\u0644\u0625\u0646\u0634\u0627\u0621<\/strong>: \u0627\u0646\u0642\u0631 \u0639\u0644\u0649 \u0632\u0631 <strong>\u0625\u0646\u0634\u0627\u0621<\/strong> \u0632\u0631 \u0644\u0628\u062f\u0621 \u0628\u0646\u0627\u0621 ChatGPT \u0627\u0644\u0645\u062e\u0635\u0635 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0633\u064a\u0623\u062e\u0630\u0643 \u0630\u0644\u0643 \u0625\u0644\u0649 \u0635\u0641\u062d\u0629 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u062d\u064a\u062b \u064a\u0645\u0643\u0646\u0643 \u0625\u0639\u062f\u0627\u062f \u0645\u0633\u0627\u0639\u062f\u0643.<\/li>\n<li><strong>\u062d\u062f\u062f \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a<\/strong>: \u0641\u064a \u0634\u0631\u064a\u0637 \u0627\u0644\u0631\u0633\u0627\u0626\u0644 \u0641\u064a \u0635\u0641\u062d\u0629 \u0627\u0644\u0625\u0646\u0634\u0627\u0621\u060c \u0623\u062f\u062e\u0644 \u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0648\u0627\u0636\u062d\u0629 \u0648\u0645\u0648\u062c\u0632\u0629 \u062a\u062d\u062f\u062f \u0627\u0644\u063a\u0631\u0636 \u0648\u0633\u0644\u0648\u0643 \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u063a\u0645\u0629 \u0648\u0627\u0644\u0623\u0633\u0644\u0648\u0628 \u0648\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u062a\u064a \u062a\u0631\u064a\u062f \u0623\u0646 \u064a\u0646\u062a\u062c\u0647\u0627.<\/li>\n<li><strong>\u062a\u062e\u0635\u064a\u0635\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629<\/strong>: \u0627\u0646\u0642\u0631 \u0639\u0644\u0649 <strong>\u062a\u0643\u0648\u064a\u0646<\/strong> : \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629. \u0647\u0646\u0627\u060c \u064a\u0645\u0643\u0646\u0643 \u0636\u0628\u0637 \u0645\u0639\u0644\u0645\u0627\u062a \u0645\u062b\u0644:\n<ul>\n<li><strong>\u062f\u0631\u062c\u0629 \u0627\u0644\u062d\u0631\u0627\u0631\u0629<\/strong>: \u062a\u062a\u062d\u0643\u0645 \u0641\u064a \u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0627\u0644\u0631\u062f\u0648\u062f (\u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0623\u0642\u0644 \u062a\u0646\u062a\u062c \u0645\u062e\u0631\u062c\u0627\u062a \u0623\u0643\u062b\u0631 \u062a\u062d\u062f\u064a\u062f\u064b\u0627).<\/li>\n<li><strong>\u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649 \u0645\u0646 \u0627\u0644\u0631\u0645\u0648\u0632<\/strong>: \u064a\u062d\u062f\u062f \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649 \u0644\u0637\u0648\u0644 \u0627\u0644\u0631\u062f\u0648\u062f.<\/li>\n<li><strong>Top P<\/strong>: \u064a\u0624\u062b\u0631 \u0639\u0644\u0649 \u062a\u0646\u0648\u0639 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0642\u064a\u064a\u062f \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0644\u0623\u0639\u0644\u0649 \u0643\u062a\u0644\u0629 \u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631<\/strong>: \u0628\u0639\u062f \u062a\u0643\u0648\u064a\u0646 ChatGPT \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 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639\u0647. \u0642\u0645 \u0628\u062a\u0642\u064a\u064a\u0645 \u0631\u062f\u0648\u062f\u0647 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0635\u0644\u0629 \u0648\u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062d\u062f\u062f\u062a\u0647\u0627. \u0642\u0645 \u0628\u0625\u062c\u0631\u0627\u0621 \u062a\u0639\u062f\u064a\u0644\u0627\u062a \u0645\u062a\u0643\u0631\u0631\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0644\u0627\u062d\u0638\u0627\u062a\u0643.<\/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 ChatGPT \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u064a\u0645\u0643\u0646\u0643 \u062f\u0645\u062c\u0647 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0623\u0648 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u062d\u0633\u0628 \u0627\u0644\u062d\u0627\u062c\u0629.<\/li>\n<li><strong>\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/strong>: \u0642\u0645 \u0628\u062a\u062d\u062f\u064a\u062b \u062a\u0639\u0644\u064a\u0645\u0627\u062a\u0643 \u0648\u062a\u0643\u0648\u064a\u0646\u0627\u062a\u0643 \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0641\u064a \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0633\u064a\u0633\u0627\u0639\u062f\u0643 \u0627\u0644\u0628\u0642\u0627\u0621 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0641\u064a \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 \u0641\u064a \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0645\u064a\u0632\u0629 \u062a\u0646\u0627\u0641\u0633\u064a\u0629.<\/li>\n<\/ol>\n<h3>\u0625\u0637\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/h3>\n<p>\u0645\u062a\u0649 <strong>\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629<\/strong>, \u062e\u0627\u0635\u0629\u064b \u0625\u0630\u0627 \u0643\u0627\u0646 \u0645\u062f\u0641\u0648\u0639\u064b\u0627 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0641\u0625\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0625\u0637\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \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\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629:<\/p>\n<ul>\n<li><strong>\u0628\u0627\u064a\u062b\u0648\u0646<\/strong>: \u0644\u063a\u0629 \u0628\u0631\u0645\u062c\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a <strong>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629<\/strong>. \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 <strong>NLTK<\/strong> \u0648 <strong>spaCy<\/strong> \u062a\u0633\u0647\u0644 \u0645\u0647\u0627\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/li>\n<li><strong>TensorFlow<\/strong>: \u0645\u0643\u062a\u0628\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u0628\u0646\u0627\u0621 \u0648\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629.<\/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 \u0645\u0635\u0645\u0645 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a. \u064a\u0633\u0645\u062d \u0628\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0633\u064a\u0627\u0642\u064a\u0629 \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062d\u0648\u0627\u0631\u0627\u062a \u0645\u0639\u0642\u062f\u0629.<\/li>\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\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0644\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u062a\u062a\u0645\u062a\u0639 \u0628\u0642\u062f\u0631\u0627\u062a \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/li>\n<\/ul>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644 <strong>\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631<\/strong> \u0627\u0644\u0630\u064a \u064a\u0644\u0628\u064a \u0645\u062a\u0637\u0644\u0628\u0627\u062a\u0643 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0648\u064a\u0639\u0632\u0632 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/p>\n<h2>\u0627\u0635\u0646\u0639 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u064a \u064a\u0639\u0643\u0633 \u0634\u062e\u0635\u064a\u062a\u0643<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0632\u0632 \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0630\u0643\u0627\u0621 \u0634\u062e\u0635\u064a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0639\u0643\u0633 \u0634\u062e\u0635\u064a\u062a\u0643 \u0627\u0644\u0641\u0631\u064a\u062f\u0629 \u0648\u0623\u0633\u0644\u0648\u0628\u0643. \u062a\u0633\u062a\u0643\u0634\u0641 \u0647\u0630\u0647 \u0627\u0644\u0642\u0633\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u064a\u062c\u0633\u062f \u062e\u0635\u0627\u0626\u0635\u0643 \u0645\u0639 \u0636\u0645\u0627\u0646 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0641\u0639\u0627\u0644.<\/p>\n<h3>\u062a\u0642\u0646\u064a\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u064a\u0639\u0643\u0633 \u0634\u062e\u0635\u064a\u062a\u0643<\/h3>\n<p>\u0644 <strong>\u0625\u0646\u0634\u0627\u0621 \u062f\u0631\u062f\u0634\u0629 \u0622\u0644\u064a\u0629<\/strong> \u0627\u0644\u062a\u064a \u062a\u062a\u0646\u0627\u063a\u0645 \u0645\u0639 \u0647\u0648\u064a\u062a\u0643\u060c \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ul>\n<li><strong>\u062d\u062f\u062f \u0634\u062e\u0635\u064a\u062a\u0643:<\/strong> \u0627\u0628\u062f\u0623 \u0628\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0631\u064a\u062f \u0623\u0646 \u064a\u0638\u0647\u0631\u0647\u0627 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643. \u064a\u0634\u0645\u0644 \u0630\u0644\u0643 \u0627\u0644\u0646\u063a\u0645\u0629\u060c \u0648\u0623\u0633\u0644\u0648\u0628 \u0627\u0644\u0644\u063a\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0639\u0627\u0637\u0641\u064a\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0641\u0636\u0644 \u0646\u0647\u062c\u064b\u0627 \u0648\u062f\u0648\u062f\u064b\u0627\u060c \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u064a\u0633\u062a\u062e\u062f\u0645 \u0644\u063a\u0629 \u063a\u064a\u0631 \u0631\u0633\u0645\u064a\u0629 \u0648\u0648\u062c\u0648\u0647 \u062a\u0639\u0628\u064a\u0631\u064a\u0629.<\/li>\n<li><strong>\u0627\u0633\u062a\u062e\u062f\u0645 \u0631\u062f\u0648\u062f \u0645\u062e\u0635\u0635\u0629:<\/strong> \u0628\u0631\u0645\u062c \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u062a\u0642\u062f\u064a\u0645 \u0631\u062f\u0648\u062f \u062a\u062a\u0645\u0627\u0634\u0649 \u0645\u0639 \u0634\u062e\u0635\u064a\u062a\u0643. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062a\u0636\u0645\u0646 \u0630\u0644\u0643 \u0635\u064a\u0627\u063a\u0629 \u0631\u062f\u0648\u062f \u0645\u062d\u062f\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0628\u0627\u0631\u0627\u062a \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0643\u062b\u064a\u0631\u064b\u0627.<\/li>\n<li><strong>\u0623\u0636\u0641 \u0642\u0635\u0635 \u0634\u062e\u0635\u064a\u0629:<\/strong> \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062c\u0639\u0644 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062d\u0643\u0627\u064a\u0627\u062a \u0623\u0648 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0623\u0643\u062b\u0631 \u0627\u0631\u062a\u0628\u0627\u0637\u064b\u0627. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0623\u0639\u0645\u0642.<\/li>\n<\/ul>\n<h3>\u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643<\/h3>\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0632\u0632 \u062f\u0645\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0645\u0646 \u0635\u0644\u062a\u0647 \u0648\u0641\u0639\u0627\u0644\u064a\u062a\u0647. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a:<\/p>\n<ul>\n<li><strong>\u0627\u0633\u062a\u062e\u062f\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645:<\/strong> \u0627\u0633\u062a\u0641\u062f \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0645\u062f\u0629 \u0645\u0646 \u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0631\u062f\u0648\u062f. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u064a\u0633\u0623\u0644 \u0628\u0634\u0643\u0644 \u0645\u062a\u0643\u0631\u0631 \u0639\u0646 \u0645\u0648\u0627\u0636\u064a\u0639 \u0645\u0639\u064a\u0646\u0629\u060c \u0628\u0631\u0645\u062c \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u062a\u0644\u0643 \u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0641\u064a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/li>\n<li><strong>Feedback Mechanism:<\/strong> \u0642\u0645 \u0628\u062a\u0646\u0641\u064a\u0630 \u0646\u0638\u0627\u0645 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u062d\u064a\u062b \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u0642\u064a\u064a\u0645 \u062a\u0641\u0627\u0639\u0644\u0627\u062a\u0647\u0645. \u064a\u0633\u0645\u062d \u0644\u0643 \u0630\u0644\u0643 \u0628\u062a\u062d\u0633\u064a\u0646 \u0631\u062f\u0648\u062f \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0648\u062a\u062d\u0633\u064a\u0646 \u062a\u0648\u0627\u0641\u0642\u0647 \u0645\u0639 \u0634\u062e\u0635\u064a\u062a\u0643 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/li>\n<li><strong>\u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a:<\/strong> \u0623\u0646\u0634\u0626 \u0645\u062d\u062a\u0648\u0649 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a \u064a\u062a\u063a\u064a\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0648 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062c\u0639\u0644 \u0647\u0630\u0647 \u0627\u0644\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0643\u064a\u0641 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u064a\u0628\u062f\u0648 \u0623\u0643\u062b\u0631 \u062a\u062e\u0635\u064a\u0635\u064b\u0627 \u0648\u062c\u0627\u0630\u0628\u064a\u0629.<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/ar\/how-to-create-a-chatbot-a-step-by-step-guide-to-building-your-own-ai-chatbot-in-python\/\" data-essbisPostTitle=\"How to Create a Chatbot: A Step-by-Step Guide to Building Your Own AI Chatbot in Python\" data-essbisHoverContainer=\"\"><p>In today&#8217;s digital landscape, the ability to make a chatbot has become an invaluable skill for businesses and developers alike. This comprehensive guide will walk you through the essential steps on how to create a chatbot using Python, empowering you to build your own AI chatbot from scratch. We will explore the fundamentals of chatbot [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":253981,"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-253980","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\/253980","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=253980"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/posts\/253980\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media\/253981"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/media?parent=253980"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/categories?post=253980"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ar\/wp-json\/wp\/v2\/tags?post=253980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}