{"id":15378,"date":"2026-02-17T14:01:38","date_gmt":"2026-02-17T11:01:38","guid":{"rendered":"https:\/\/www.dztecs.com\/money\/?p=15378"},"modified":"2026-02-17T14:26:54","modified_gmt":"2026-02-17T11:26:54","slug":"building-an-ai-powered-chatbot-for-a-specific-field-that-answers-like-a-specialist","status":"publish","type":"post","link":"https:\/\/www.dztecs.com\/money\/building-an-ai-powered-chatbot-for-a-specific-field-that-answers-like-a-specialist\/","title":{"rendered":"\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u062e\u0628\u064a\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0645\u062c\u0627\u0644 \u0645\u064f\u0639\u064a\u0646 \u064a\u064f\u062c\u064a\u0628 \u0643\u0645\u064f\u062a\u062e\u0635\u0635","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>\u0641\u064a \u0627\u0644\u0639\u0635\u0631 \u0627\u0644\u0631\u0642\u0645\u064a\u060c 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(Retrieval-Augmented Generation) \u0623\u0645\u0631\u064b\u0627 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629\u060c \u0648\u0647\u0648 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a \u0639\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0641\u064a <strong>\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629<\/strong>. \u0628\u0641\u0636\u0644 RAG\u060c \u064a\u0645\u0643\u0646 <em>\u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0645\u062d\u0627\u0645\u064a<\/em> \u0644\u064a\u0633 \u0641\u0642\u0637 \u0641\u0647\u0645 \u0627\u0644\u0623\u0633\u0626\u0644\u0629\u060c \u0648\u0644\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0642\u0648\u0627\u0646\u064a\u0646 \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u062d\u0627\u0644\u064a\u0629\u060c \u0648<em>\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0637\u0628<\/em> &#8211; \u0625\u0644\u0649 \u0623\u062d\u062f\u062b \u0627\u0644\u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629. \u0647\u0630\u0627 \u0627\u0644\u0645\u0632\u064a\u062c \u0647\u0648 \u0623\u0633\u0627\u0633 <strong>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0648\u0628\u0646\u0627\u0621 <strong>\u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 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\u0645\u0634\u0627\u0643\u0644 \u0641\u064a \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0648\u0646\u0632\u0627\u0639\u0627\u062a \u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u062d\u062a\u0649 \u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0645\u0627\u0644\u064a\u0629. \u0644\u0630\u0644\u0643\u060c \u064a\u062c\u0628 \u0639\u0644\u0649 \u0643\u0644 \u0634\u0631\u0643\u0629 \u062a\u0646\u0641\u0630 <strong>\u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u062e\u0635\u0635<\/strong> \u0623\u0646 \u062a\u0623\u062e\u0630 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0631\u0627\u062e\u064a\u0635 \u0645\u0646\u0630 \u0627\u0644\u0628\u062f\u0627\u064a\u0629\u060c \u062d\u062a\u0649 \u062a\u0639\u0645\u0644 <strong>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/strong> \u0648\u0641\u0642\u064b\u0627 \u0644\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.<\/p>\n<p><strong>1. \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0639\u0646 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u062e\u0627\u0637\u0626\u0629<\/strong> \u0641\u064a \u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0623\u0648 \u0627\u0644\u0637\u0628\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0644\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062e\u0627\u0637\u0626\u0629 \u0639\u0648\u0627\u0642\u0628 \u0648\u062e\u064a\u0645\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0642\u062f \u064a\u0639\u0631\u0636 <em>\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a<\/em> \u0627\u0644\u0630\u064a \u064a\u0642\u062f\u0645 \u0642\u0627\u0646\u0648\u0646\u064b\u0627 \u0642\u062f\u064a\u0645\u064b\u0627\u060c \u0623\u0648 <em>\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0637\u0628\u064a<\/em> \u0627\u0644\u0630\u064a \u064a\u0642\u062a\u0631\u062d \u0625\u062c\u0631\u0627\u0621\u064b \u063a\u064a\u0631 \u0645\u0646\u0627\u0633\u0628\u060c \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u062e\u0633\u0627\u0631\u0629\u060c \u0648\u0627\u0644\u0645\u0646\u0634\u0626 \u0644\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a. \u0644\u0630\u0644\u0643\u060c \u0641\u064a <strong>\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u064a\u062c\u0628:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0628\u0648\u0636\u0648\u062d \u0639\u0644\u0649 \u0623\u0646 <strong>\u0634\u0627\u062a \u0628\u0648\u062a \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0644\u0644\u0634\u0631\u0643\u0627\u062a<\/strong> \u064a\u0624\u062f\u064a \u0648\u0638\u064a\u0641\u0629 \u0625\u0639\u0644\u0627\u0645\u064a\u0629 \u0648\u0644\u0627 \u064a\u062d\u0644 \u0645\u062d\u0644 \u0627\u0644\u0623\u062e\u0635\u0627\u0626\u064a.<\/li>\n<li>\u0625\u0636\u0627\u0641\u0629 \u0625\u062e\u0644\u0627\u0621 \u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u064a\u062d\u062f \u0645\u0646 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629\u060c \u0628\u062d\u064a\u062b \u064a\u0643\u0648\u0646 <strong>\u0634\u0627\u062a \u0628\u0648\u062a \u0645\u062a\u062e\u0635\u0635<\/strong> \u0622\u0645\u0646\u064b\u0627 \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629.<\/li>\n<li>\u062a\u062d\u062f\u064a\u062b <strong>\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629<\/strong> \u0628\u0627\u0646\u062a\u0638\u0627\u0645\u060c \u062d\u062a\u0649 \u062a\u0642\u062f\u0645 <strong>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/strong> \u0625\u062c\u0627\u0628\u0627\u062a \u062d\u062f\u064a\u062b\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>2. \u0636\u0631\u0648\u0631\u0629 \u0625\u0639\u0644\u0627\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0623\u0646\u0647 \u064a\u062a\u062d\u062f\u062b \u0645\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0648\u0644\u0627\u064a\u0627\u062a \u0627\u0644\u0642\u0636\u0627\u0626\u064a\u0629\u060c \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 \u0641\u064a \u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a\u060c \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0644\u0648\u0627\u0626\u062d \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 &#8211; \u064a\u062c\u0628 \u0623\u0646 \u064a\u0639\u0631\u0641 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0646\u0647 \u064a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 <strong>\u0634\u0627\u062a \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>\u060c \u0648\u0644\u064a\u0633 \u0625\u0646\u0633\u0627\u0646\u064b\u0627. \u0639\u0646\u062f <strong>\u0625\u0646\u0634\u0627\u0621 \u0634\u0627\u062a \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>\u060c \u064a\u062c\u062f\u0631 \u062a\u062d\u0642\u064a\u0642 \u0630\u0644\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u0639\u0631\u0636 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0646\u062f \u0628\u062f\u0621 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629\u060c \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c &#8220;\u0623\u0646\u0627 <strong>\u0634\u0627\u062a \u0628\u0648\u062a \u0645\u062a\u062e\u0635\u0635<\/strong> \u064a\u062f\u0639\u0645 \u0641\u064a \u0645\u0648\u0636\u0648\u0639 XYZ&#8221;.<\/li>\n<li>\u0625\u0636\u0627\u0641\u0629 \u0631\u0645\u0632 \u0623\u0648 \u0645\u0644\u0635\u0642 &#8220;AI&#8221; \u0641\u064a \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629.<\/li>\n<li>\u062a\u062c\u0646\u0628 \u0627\u0646\u062a\u062d\u0627\u0644 \u0634\u062e\u0635\u064a\u0629 \u0634\u062e\u0635 \u0637\u0628\u064a\u0639\u064a\u060c \u0645\u0645\u0627 \u064a\u0632\u064a\u062f \u0627\u0644\u062b\u0642\u0629 \u0641\u064a <strong>\u0634\u0627\u062a \u0628\u0648\u062a \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0644\u0644\u0634\u0631\u0643\u0627\u062a<\/strong> \u0641\u064a \u0625\u0637\u0627\u0631 <strong>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/strong>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>3. \u0627\u0644\u0642\u064a\u0648\u062f \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0633\u0631\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong> \u064a\u062a\u0637\u0644\u0628 \u062f\u0645\u062c <strong>\u0634\u0627\u062a \u0628\u0648\u062a\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629<\/strong> \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629 (CRM\u060c \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0637\u0628\u064a\u0629) \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u0644\u0627\u0626\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (GDPR) \u0648\u0627\u0644\u0644\u0648\u0627\u0626\u062d \u0627\u0644\u0623\u062e\u0631\u0649. \u062a\u0634\u0645\u0644 \u0623\u0647\u0645 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0641\u064a <strong>\u0625\u0646\u0634\u0627\u0621 \u0634\u0627\u062a \u0628\u0648\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0631\u0633\u0644\u0629 \u0641\u064a <strong>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/strong>.<\/li>\n<li>\u062a\u0642\u064a\u064a\u062f \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0635\u0631\u062d \u0644\u0647\u0645 \u0641\u0642\u0637.<\/li>\n<li>\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u062e\u0648\u0627\u062f\u0645 \u0622\u0645\u0646\u0629 \u0641\u064a \u0645\u0648\u0642\u0639 \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0627\u0644\u0642\u0627\u0646\u0648\u0646 (\u0645\u062b\u0644 \u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a \u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a\u064a\u0646).<\/li>\n<li>\u062a\u0642\u0644\u064a\u0644 \u0643\u0645\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u0632\u0646\u0629 &#8211; \u064a\u062c\u0628 \u0639\u0644\u0649 <strong>\u0634\u0627\u062a \u0628\u0648\u062a \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0644\u0644\u0634\u0631\u0643\u0627\u062a<\/strong> \u062c\u0645\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u0625\u062c\u0627\u0628\u0629 \u0641\u0642\u0637.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>4. \u0645\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0645\u0648\u0627\u062f \u0641\u064a \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629<\/strong> \u0625\u0630\u0627 \u0643\u0627\u0646 <strong>\u0634\u0627\u062a \u0628\u0648\u062a \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u064a\u0633\u062a\u062e\u062f\u0645 \u0645\u0642\u0627\u0644\u0627\u062a \u0623\u0648 \u062a\u0642\u0627\u0631\u064a\u0631 \u0623\u0648 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0623\u0648 \u0631\u0633\u0648\u0645\u0627\u062a\u060c \u0641\u064a\u062c\u0628 \u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0642\u0627\u0646\u0648\u0646\u064a. \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0647\u0630\u0627 \u064a\u0639\u0646\u064a:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0628\u0645\u0648\u062c\u0628 \u062a\u0631\u0627\u062e\u064a\u0635 \u0645\u0641\u062a\u0648\u062d\u0629 (Creative Commons)\u060c \u0625\u0630\u0627 \u0623\u0645\u0643\u0646.<\/li>\n<li>\u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0648\u0627\u0641\u0642\u0629 \u0623\u0635\u062d\u0627\u0628 \u062d\u0642\u0648\u0642 \u0627\u0644\u0637\u0628\u0639 \u0648\u0627\u0644\u0646\u0634\u0631 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u0645\u062d\u0645\u064a\u0629.<\/li>\n<li>\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0642\u0648\u0627\u0646\u064a\u0646 \u0623\u0648 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u0639\u0627\u0645\u0629.<\/li>\n<li>\u062a\u0648\u062b\u064a\u0642 \u0627\u0644\u0645\u0635\u0627\u062f\u0631\u060c \u062d\u062a\u0649 \u064a\u0645\u0643\u0646 \u0625\u062b\u0628\u0627\u062a \u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u062f \u0639\u0646\u062f \u0627\u0644\u062d\u0627\u062c\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u0635\u062d\u064a\u062d \u0644\u0644\u062a\u0631\u062e\u064a\u0635 \u064a\u0639\u0632\u0632 \u0645\u0635\u062f\u0627\u0642\u064a\u0629 <strong>\u0634\u0627\u062a \u0628\u0648\u062a\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629<\/strong> \u0648\u064a\u0632\u064a\u062f \u0645\u0646 \u0623\u0645\u0627\u0646 <strong>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/strong>.<\/p>\n<p><strong>\u0625\u0646\u0634\u0627\u0621 \u0634\u0627\u062a \u0628\u0648\u062a \u062e\u0628\u0631\u0627\u0621 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0644\u064a\u0633 \u0645\u062c\u0631\u062f \u062a\u062d\u062f \u062a\u0642\u0646\u064a\u060c \u0648\u0644\u0643\u0646\u0647 \u0623\u064a\u0636\u064b\u0627 \u0642\u0627\u0646\u0648\u0646\u064a \u0648\u0623\u062e\u0644\u0627\u0642\u064a. \u0627\u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 &#8211; \u0625\u062e\u0644\u0627\u0621 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629\u060c \u0648\u0634\u0641\u0627\u0641\u064a\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u060c \u0648\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u062d\u0642\u0648\u0642 \u0627\u0644\u0637\u0628\u0639 \u0648\u0627\u0644\u0646\u0634\u0631 &#8211; \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0643\u064a \u064a\u0639\u0645\u0644 <strong>\u0634\u0627\u062a \u0628\u0648\u062a \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0644\u0644\u0634\u0631\u0643\u0627\u062a<\/strong> \u0628\u0623\u0645\u0627\u0646 \u0648\u0641\u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0625\u0637\u0627\u0631 <strong>\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/strong>.<\/p>\n<h2>\u0646\u0645\u0627\u0630\u062c \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u062f\u062e\u0644 \u0645\u0646 \u0634\u0627\u062a \u0628\u0648\u062a \u0627\u0644\u062e\u0628\u0631\u0627\u0621<\/h2>\n<p>\u0625\u0646\u0634\u0627\u0621 <strong>\u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u062e\u0628\u064a\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0644\u064a\u0633 \u0645\u062c\u0631\u062f \u0648\u0633\u064a\u0644\u0629 \u0644\u0623\u062a\u0645\u062a\u0629 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0628\u0644 \u0647\u0648 \u0623\u064a\u0636\u064b\u0627 \u0645\u0635\u062f\u0631 \u062d\u0642\u064a\u0642\u064a \u0644\u0644\u062f\u062e\u0644.<br \/>\n\u062a\u0633\u0645\u062d \u0644\u0643 \u062e\u0637\u0629 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062c\u064a\u062f\u064b\u0627 \u0628\u0627\u0633\u062a\u0639\u0627\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0628\u0633\u0631\u0639\u0629 \u0648\u062a\u062d\u0642\u064a\u0642 \u0623\u0631\u0628\u0627\u062d \u062b\u0627\u0628\u062a\u0629.<br \/>\n\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0623\u0643\u062b\u0631 \u0627\u0644\u0637\u0631\u0642 \u0634\u064a\u0648\u0639\u064b\u0627 \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u062f\u062e\u0644 \u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u062d\u0644:<\/p>\n<p><strong>1. \u0627\u0644\u0627\u0634\u062a\u0631\u0627\u0643\u0627\u062a \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629<\/strong><br \/>\n\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u064a\u062f\u0641\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0631\u0633\u0648\u0645\u064b\u0627 \u0634\u0647\u0631\u064a\u0629 \u0623\u0648 \u0633\u0646\u0648\u064a\u0629 \u062b\u0627\u0628\u062a\u0629 \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 <em>\u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0645\u062a\u0645\u064a\u0632<\/em>.<br \/>\n\u0625\u0646\u0647 \u064a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0643\u0648\u0646 \u0641\u064a\u0647\u0627 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u062b\u0627\u0628\u062a\u064b\u0627\u060c \u0648\u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0645\u062d\u062a\u0648\u064a\u0627\u062a \u062a\u062d\u062f\u064a\u062b\u064b\u0627 \u0645\u0646\u062a\u0638\u0645\u064b\u0627 (\u0645\u062b\u0644 \u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u0636\u0631\u0627\u0626\u0628\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0633\u0648\u0642).<br \/>\n\u0627\u0644\u0645\u0632\u0627\u064a\u0627:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u062f\u062e\u0644 \u062b\u0627\u0628\u062a \u0648\u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0647.<\/li>\n<li>\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0625\u0636\u0627\u0641\u0629 \u0645\u064a\u0632\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u062d\u0635\u0631\u064a\u064b\u0627 \u0644\u0644\u0645\u0634\u062a\u0631\u0643\u064a\u0646.<\/li>\n<li>\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639 \u0628\u0633\u0647\u0648\u0644\u0629 &#8211; \u0643\u0644 \u0645\u0633\u062a\u062e\u062f\u0645 \u062c\u062f\u064a\u062f \u064a\u0645\u062b\u0644 \u062a\u0643\u0644\u0641\u0629 \u0647\u0627\u0645\u0634\u064a\u0629 \u0636\u0626\u064a\u0644\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>2. \u0646\u0645\u0648\u0630\u062c \u0641\u0631\u064a\u0645\u064a\u0648\u0645<\/strong><br \/>\n\u062a\u062a\u0648\u0641\u0631 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0645\u062c\u0627\u0646\u064b\u0627\u060c \u0628\u064a\u0646\u0645\u0627 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u0623\u0648 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0623\u0648 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629 &#8211; \u0645\u062f\u0641\u0648\u0639\u0629.<br \/>\n\u0647\u0630\u0627 \u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u062c\u0630\u0628 \u0639\u062f\u062f \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0633\u0631\u0639\u0629\u060c \u062b\u0645 \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u062f\u062e\u0644 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0641\u0627\u0639\u0644\u064b\u0627.<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u0637\u0631\u064a\u0642\u0629 \u0631\u0627\u0626\u0639\u0629 \u0644\u0628\u0646\u0627\u0621 \u0642\u0627\u0639\u062f\u0629 \u0645\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646.<\/li>\n<li>\u062a\u0635\u0641\u064a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0639\u062f \u0644\u0644\u062f\u0641\u0639 \u0645\u0642\u0627\u0628\u0644 \u0642\u064a\u0645\u0629 \u0645\u0645\u064a\u0632\u0629.<\/li>\n<li>\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0644\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0641\u0631\u062f\u064a\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>3. \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0627\u062a \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629<\/strong><br \/>\n\u064a\u0645\u0643\u0646 \u0644\u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0623\u0646 \u064a\u0644\u0639\u0628 \u062f\u0648\u0631 \u062e\u0637 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0623\u0648\u0644\u060c \u0648\u062c\u0645\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0646 \u0627\u0644\u0639\u0645\u064a\u0644\u060c \u062b\u0645 \u0627\u0642\u062a\u0631\u0627\u062d \u0645\u0643\u0627\u0644\u0645\u0629 \u0641\u064a\u062f\u064a\u0648 \u0623\u0648 \u062f\u0631\u062f\u0634\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0623\u0648 \u0645\u0643\u0627\u0644\u0645\u0629 \u0647\u0627\u062a\u0641\u064a\u0629 \u0645\u0639 \u062e\u0628\u064a\u0631.<br \/>\n\u064a\u0645\u0643\u0646 \u062f\u0641\u0639 \u062b\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u062c\u0644\u0633\u0629 \u0645\u0642\u062f\u0645\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u062a\u0648\u0641\u064a\u0631 \u0648\u0642\u062a \u0627\u0644\u062e\u0628\u0631\u0627\u0621 (\u064a\u062a\u062d\u062f\u062b\u0648\u0646 \u0641\u0642\u0637 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u0647\u062a\u0645\u064a\u0646 \u062d\u0642\u064b\u0627).<\/li>\n<li>\u0625\u0639\u062f\u0627\u062f \u0623\u0641\u0636\u0644 \u0644\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u0629 &#8211; \u064a\u0642\u0648\u0645 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0628\u062c\u0645\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629.<\/li>\n<li>\u062a\u062d\u0648\u064a\u0644 \u0639\u0627\u0644\u064a \u0628\u0641\u0636\u0644 \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0639\u0631\u0636 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>4. \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0636\u0627\u0621 &#8211; \u0628\u064a\u0639 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u062c\u0627\u0647\u0632 \u0644\u0634\u0631\u0643\u0627\u062a \u0623\u062e\u0631\u0649<\/strong><br \/>\n\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u064f\u0639\u062f\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0644\u0635\u0646\u0627\u0639\u0629 \u0628\u0623\u0643\u0645\u0644\u0647\u0627\u060c \u0641\u064a\u0645\u0643\u0646\u0643 \u062a\u0642\u062f\u064a\u0645 \u062a\u0631\u062e\u064a\u0635 \u0644\u0647\u0627 \u0644\u0643\u064a\u0627\u0646\u0627\u062a \u0623\u062e\u0631\u0649.<br \/>\n\u064a\u0639\u062a\u0645\u062f \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0636\u0627\u0621 \u0639\u0644\u0649 \u0628\u064a\u0639 \u0627\u0644\u062d\u0644 \u062a\u062d\u062a \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0644\u0644\u0639\u0645\u064a\u0644\u060c \u0645\u0639 \u0627\u0644\u062a\u0643\u064a\u0641 \u0627\u0644\u0628\u0635\u0631\u064a \u0648\u0627\u0644\u0648\u0638\u064a\u0641\u064a \u0627\u0644\u0643\u0627\u0645\u0644.<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0628\u064a\u0639 \u0644\u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u0623\u0648 \u0631\u0633\u0648\u0645 \u0627\u0634\u062a\u0631\u0627\u0643 \u0645\u0646 \u0639\u0645\u0644\u0627\u0621 B2B.<\/li>\n<li>\u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0627\u0644\u0645\u0646\u062a\u062c \u0625\u0644\u0649 \u0623\u0633\u0648\u0627\u0642 \u062c\u062f\u064a\u062f\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u064a\u0646 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644.<\/li>\n<li>\u0628\u0646\u0627\u0621 \u0645\u0643\u0627\u0646\u0629 \u0643\u0645\u0632\u0648\u062f \u0644\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0645\u0639\u064a\u0646.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/h2>\n<p>\u0625\u0646\u0634\u0627\u0621 <strong>\u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u062e\u0628\u064a\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0647\u0648 \u0639\u0645\u0644\u064a\u0629 \u062a\u062a\u0636\u0645\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0633\u0648\u0642\u060c \u0648\u0625\u0639\u062f\u0627\u062f \u0642\u0627\u0639\u062f\u0629 \u0645\u0639\u0631\u0641\u064a\u0629\u060c \u0648\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0648\u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0648\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a &#8211; \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062a\u0623\u0645\u064a\u0646 \u0627\u0644\u0645\u0633\u0627\u0626\u0644 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629.<br \/>\n\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0635\u0628\u062d \u0647\u0630\u0627 \u0627\u0644\u0631\u0648\u0628\u0648\u062a \u0644\u064a\u0633 \u0641\u0642\u0637 \u0623\u062f\u0627\u0629 \u0644\u0644\u0623\u062a\u0645\u062a\u0629\u060c \u0648\u0644\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u0639\u0646\u0635\u0631\u064b\u0627 \u064a\u0628\u0646\u064a \u0635\u0648\u0631\u0629 \u0627\u0644\u0634\u0631\u0643\u0629 \u0643\u0634\u0631\u0643\u0629 \u0631\u0627\u0626\u062f\u0629 \u0648\u0645\u0628\u062a\u0643\u0631\u0629 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0629.<\/p>\n<p>\u0623\u0641\u0636\u0644 \u0637\u0631\u064a\u0642\u0629 \u0647\u064a \u0627\u0644\u0628\u062f\u0621 \u0628\u0640 <strong>MVP \u0635\u063a\u064a\u0631<\/strong> &#8211; \u0648\u0647\u0648 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0645\u0646 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0630\u064a \u0633\u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u062c\u0645\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 &#8211; \u062b\u0645 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0628\u0634\u0643\u0644 \u0645\u0646\u0647\u062c\u064a \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0637\u0644\u0628 \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f.<\/p>\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u0646\u0634\u0631 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u062e\u0628\u064a\u0631\u060c \u0641\u0625\u0646\u0643 \u062a\u0633\u062a\u062b\u0645\u0631 \u0641\u064a:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n<li>\u0628\u0646\u0627\u0621 \u0635\u0648\u0631\u0629 \u0639\u0644\u0627\u0645\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u062e\u0628\u064a\u0631\u0629.<\/li>\n<li>\u0645\u0635\u0627\u062f\u0631 \u062f\u062e\u0644 \u062c\u062f\u064a\u062f\u0629 \u0628\u0641\u0636\u0644 \u0646\u0645\u0627\u0630\u062c \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u062f\u062e\u0644.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u0625\u0630\u0627 \u0643\u0627\u0646 \u0633\u0648\u0642\u0643 \u0645\u0633\u062a\u0639\u062f\u064b\u0627 \u0644\u0645\u0633\u062a\u0634\u0627\u0631 \u0631\u0642\u0645\u064a &#8211; \u0641\u0627\u0644\u0622\u0646 \u0647\u0648 \u0623\u0641\u0636\u0644 \u0648\u0642\u062a \u0644\u0625\u0646\u0634\u0627\u0626\u0647.<\/p>\n<section>\n<h2>\u0646\u0635\u064a\u062d\u0629 \u0627\u0644\u062e\u0628\u0631\u0627\u0621<\/h2>\n<p>\u062a\u0624\u0643\u062f \u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062d\u0631\u064a\u0631\u060c \u0628\u062f\u0639\u0645 \u0645\u0646 \u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0639\u0644\u0649 \u0623\u0646 \u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u062e\u0628\u064a\u0631 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u0648 \u0639\u0645\u0644\u064a\u0629 \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0643\u062b\u064a\u0631 &#8211; \u0648\u0644\u0627 \u062a\u062a\u0637\u0644\u0628 \u0641\u0642\u0637 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u0648\u0644\u0643\u0646 \u0642\u0628\u0644 \u0643\u0644 \u0634\u064a\u0621 \u0642\u0627\u0639\u062f\u0629 \u0645\u0639\u0631\u0641\u064a\u0629 \u0635\u0644\u0628\u0629 \u0648\u0622\u0644\u064a\u0627\u062a \u062a\u062d\u0643\u0645 \u0645\u0646\u0627\u0633\u0628\u0629.<\/p>\n<p>\u062a\u0634\u064a\u0631 \u0623\u062d\u062f\u062b \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0625\u0644\u0649 \u0623\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0647\u062c\u064a\u0646\u0629 &#8211; \u0627\u0644\u062a\u064a \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 \u0648\u0622\u0644\u064a\u0627\u062a \u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 (RAG) \u0648\u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u062b\u0627\u0628\u062a\u0629 &#8211; \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062d\u0642\u0642 \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0645\u0639 \u0632\u0645\u0646 \u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646\u062e\u0641\u0636 \u0646\u0633\u0628\u064a\u064b\u0627. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u0635\u0641 \u0648\u0631\u0642\u0629 &#8220;Hybrid AI for Responsive Multi\u2011Turn Online Conversations&#8221; \u0628\u0646\u064a\u0629 \u062a\u0648\u062c\u0647 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u064b\u0627 \u0625\u0644\u0649 RAG \u0623\u0648 \u0625\u0644\u0649 \u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0645\u062d\u0641\u0648\u0638\u0629 \u0645\u0633\u0628\u0642\u064b\u0627\u060c \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u0645\u062f\u0649 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0633\u0624\u0627\u0644.<\/p>\n<ul>\n<li><strong>\u0642\u0645 \u0628\u0628\u0646\u0627\u0621 \u0642\u0627\u0639\u062f\u0629 \u0645\u0639\u0631\u0641\u064a\u0629 \u0635\u0644\u0628\u0629:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u062f\u0627\u0629 \u062a\u062d\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0625\u0644\u0649 \u0623\u0632\u0648\u0627\u062c \u0633\u0624\u0627\u0644 \u0648\u062c\u0648\u0627\u0628. \u0641\u064a \u0648\u0631\u0642\u0629 &#8220;AI Knowledge Assist&#8221; \u062a\u0645 \u062a\u0642\u062f\u064a\u0645 \u0646\u0638\u0627\u0645 \u064a\u0642\u0648\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u062a\u0648\u0649 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629\u060c \u0648\u0627\u0644\u0630\u064a \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a \u0631\u0648\u0628\u0648\u062a\u0627\u062a RAG.<\/li>\n<li><strong>\u0635\u0645\u0645 \u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645:<\/strong> \u0642\u0645 \u0628\u062a\u0648\u0641\u064a\u0631 \u0622\u0644\u064a\u0629 &#8220;\u0627\u062d\u062a\u064a\u0627\u0637\u064a\u0629&#8221; \u062d\u062a\u0649 \u064a\u062a\u0645\u0643\u0646 \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0646 \u0646\u0642\u0644 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0625\u0644\u0649 \u0634\u062e\u0635 &#8211; \u0648\u0647\u0630\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u062e\u0637\u0631 \u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u062e\u0627\u0637\u0626\u0629 \u0623\u0648 \u0627\u0644\u0648\u0647\u0645\u064a\u0629.<\/li>\n<li><strong>\u0631\u0627\u0642\u0628 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645:<\/strong> \u0648\u0641\u0642\u064b\u0627 \u0644\u0644\u0623\u062f\u0628\u064a\u0627\u062a\u060c \u062a\u0639\u062a\u0645\u062f \u062c\u0648\u062f\u0629 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645\u0647\u0627 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0645\u0646 \u0628\u064a\u0646 \u0623\u0645\u0648\u0631 \u0623\u062e\u0631\u0649\u060c \u0639\u0644\u0649 \u0645\u062f\u0649 \u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0631\u062f\u0648\u062f \u0648\u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062d\u0648\u0627\u0631.<\/li>\n<\/ul>\n<p>\u0643\u0645\u0627 \u062a\u0644\u0627\u062d\u0638 \u062f\u0631\u0627\u0633\u0629 &#8220;Chatbots in Customer Service: Their Relevance and Impact on Service Quality&#8221; &#8211; \u064a\u0645\u0643\u0646 \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631\u060c \u0637\u0627\u0644\u0645\u0627 \u0623\u0646\u0647\u0627 \u0645\u0635\u0645\u0645\u0629 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d \u0648\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0645\u0639\u0631\u0641\u0629.<\/p>\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0628\u0646\u064a \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u062e\u0628\u064a\u0631\u0629\u060c \u0647\u0630\u0627 \u064a\u0639\u0646\u064a: \u0644\u0627 \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0643\u0645\u0648\u0644\u062f \u0628\u0633\u064a\u0637 &#8211; \u062e\u0637\u0637 \u0644\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629\u060c \u0648\u0627\u0633\u062a\u062b\u0645\u0631 \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0648\u0635\u064a\u0627\u0646\u062a\u0647\u0627\u060c \u0648\u062a\u0623\u0643\u062f \u0645\u0646 \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0648\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0643\u0645. \u0628\u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0641\u0642\u0637 \u0633\u064a\u0635\u0628\u062d \u0631\u0648\u0628\u0648\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u062f\u0627\u0629 \u0642\u064a\u0645\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631.<\/p>\n<\/section>\n<section><\/section>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0641\u064a \u0627\u0644\u0639\u0635\u0631 \u0627\u0644\u0631\u0642\u0645\u064a\u060c \u0623\u0635\u0628\u062d \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0623\u0643\u062b\u0631 \u062a\u0637\u0644\u0628\u064b\u0627. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062c\u064a\u0628 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u060c \u0648\u0647\u0648 \u0645\u0627 \u064a\u0643\u0648\u0646 \u063a\u064a\u0631 \u0643\u0627\u0641\u064d \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 &#8211; \u0645\u062b\u0644 \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0623\u0648 \u0627\u0644\u0637\u0628 \u0623\u0648 \u0627\u0644\u0639\u0642\u0627\u0631\u0627\u062a. \u0644\u0630\u0644\u0643\u060c \u064a\u062a\u0632\u0627\u064a\u062f \u0623\u0647\u0645\u064a\u0629 \u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u062e\u0628\u064a\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0642\u062f\u0645 \u0625\u062c\u0627\u0628\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u0648\u0633\u064a\u0627\u0642\u064a\u0629 \u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0645\u062c\u0627\u0644 \u0645\u0639\u064a\u0646. \u062a\u064f\u0638\u0647\u0631 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 &hellip;<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":4,"featured_media":15379,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[103,8],"tags":[116],"class_list":["post-15378","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-money","category-website-develop","tag-116"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u062e\u0628\u064a\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0645\u062c\u0627\u0644 \u0645\u064f\u0639\u064a\u0646 \u064a\u064f\u062c\u064a\u0628 \u0643\u0645\u064f\u062a\u062e\u0635\u0635<\/title>\n<meta name=\"description\" content=\"\u0641\u064a \u0627\u0644\u0639\u0635\u0631 \u0627\u0644\u0631\u0642\u0645\u064a\u060c \u0623\u0635\u0628\u062d \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0623\u0643\u062b\u0631 \u062a\u0637\u0644\u0628\u064b\u0627. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062c\u064a\u0628 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645\u060c \u0648\u0647\u0648 \u0645\u0627 \u064a\u0643\u0648\u0646 \u063a\u064a\u0631 \u0643\u0627\u0641\u064d \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 - \u0645\u062b\u0644\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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