{"id":254203,"date":"2025-03-07T05:08:53","date_gmt":"2025-03-07T13:08:53","guid":{"rendered":"https:\/\/messengerbot.app\/mastering-chatbot-design-essential-steps-ui-insights-and-salary-expectations-for-aspiring-developers\/"},"modified":"2025-03-07T05:08:53","modified_gmt":"2025-03-07T13:08:53","slug":"%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%a1%e0%a4%bf%e0%a4%9c%e0%a4%bc%e0%a4%be%e0%a4%87%e0%a4%a8-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%ae%e0%a4%b9%e0%a4%be%e0%a4%b0%e0%a4%a4","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/hi\/mastering-chatbot-design-essential-steps-ui-insights-and-salary-expectations-for-aspiring-developers\/","title":{"rendered":"\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092e\u0947\u0902 \u092e\u0939\u093e\u0930\u0924: \u0907\u091a\u094d\u091b\u0941\u0915 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0915\u0926\u092e, UI \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f, \u0914\u0930 \u0935\u0947\u0924\u0928 \u0905\u092a\u0947\u0915\u094d\u0937\u093e\u090f\u0901"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/hi\/mastering-chatbot-design-essential-steps-ui-insights-and-salary-expectations-for-aspiring-developers\/\" data-essbisposttitle=\"Mastering Chatbot Design: Essential Steps, UI Insights, and Salary Expectations for Aspiring Developers\" data-essbishovercontainer=\"\"><p>\u0906\u091c \u0915\u0947 \u0921\u093f\u091c\u093f\u091f\u0932 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u092e\u0947\u0902, \u092e\u093e\u0938\u094d\u091f\u0930\u093f\u0902\u0917 <strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/strong> \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 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\u0939\u0941\u090f <strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u0947\u0938<\/strong> (\u092f\u0942\u0906\u0908) \u0914\u0930 \u0909\u092a\u0932\u092c\u094d\u0927 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u091a\u0948\u091f\u092c\u0949\u091f\u0964 \u0939\u092e \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u092a\u0939\u0932\u0941\u0913\u0902 \u092e\u0947\u0902 \u092d\u0940 \u0917\u0939\u0930\u093e\u0908 \u0938\u0947 \u091c\u093e\u090f\u0902\u0917\u0947, \u091a\u0930\u094d\u091a\u093e \u0915\u0930\u0924\u0947 \u0939\u0941\u090f <strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093e\u0907\u0928\u0930 \u0935\u0947\u0924\u0928<\/strong> \u092a\u094d\u0930\u0935\u0943\u0924\u094d\u0924\u093f\u092f\u094b\u0902 \u0914\u0930 \u0915\u093e\u0930\u0915\u094b\u0902 \u092a\u0930 \u091c\u094b \u0907\u0938 \u092c\u0922\u093c\u0924\u0947 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<strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u0947\u0935\u0932\u092a\u0930<\/strong> \u0939\u094b \u092f\u093e \u092c\u0938 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u0915\u0940 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u091c\u093f\u091c\u094d\u091e\u093e\u0938\u0941 \u0939\u094b\u0902, \u092f\u0939 \u0917\u093e\u0907\u0921 \u0906\u092a\u0915\u094b \u0938\u092b\u0932\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u091c\u094d\u091e\u093e\u0928 \u0914\u0930 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0938\u0947 \u0932\u0948\u0938 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964<\/p>\n<h2>\u0906\u092a \u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0948\u0938\u0947 \u0921\u093f\u091c\u093e\u0907\u0928 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\u092f\u0939\u093e\u0901 \u0906\u092a\u0915\u0947 \u092a\u0939\u0932\u0947 \u090f\u0906\u0908 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u0917\u093e\u0907\u0921 \u0939\u0948:<\/p>\n<ol>\n<li><strong>\u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0914\u0930 \u0932\u0915\u094d\u0937\u094d\u092f \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0947\u0902<\/strong><br \/>\n        \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915 \u0915\u093e\u0930\u094d\u092f \u092a\u0939\u091a\u093e\u0928\u0947\u0902 (\u091c\u0948\u0938\u0947, \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0939\u093e\u092f\u0924\u093e, \u0932\u0940\u0921 \u091c\u0928\u0930\u0947\u0936\u0928, \u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u0938\u093e\u0930)\u0964 \u092e\u093e\u092a\u0928\u0947 \u092f\u094b\u0917\u094d\u092f \u0932\u0915\u094d\u0937\u094d\u092f\u094b\u0902 \u0915\u094b \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0947\u0902, \u091c\u0948\u0938\u0947 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u092e\u092f \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u092f\u093e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0939\u092d\u093e\u0917\u093f\u0924\u093e \u0926\u0930\u0964\n    <\/li>\n<li><strong>\u0938\u0939\u0940 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u091a\u0941\u0928\u0947\u0902<\/strong><br \/>\n        \u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u092e\u0902\u091a \u091a\u0941\u0928\u0947\u0902 \u091c\u094b \u0906\u092a\u0915\u0940 \u0924\u0915\u0928\u0940\u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0914\u0930 \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092e\u0947\u0932 \u0916\u093e\u0924\u093e \u0939\u094b\u0964 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902 <a href=\"https:\/\/dialogflow.com\/\" target=\"_blank\" rel=\"noopener\">Dialogflow<\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/ai\/chatbots\" target=\"_blank\" rel=\"noopener\">\u092e\u093e\u0907\u0915\u094d\u0930\u094b\u0938\u0949\u092b\u094d\u091f \u092c\u0949\u091f \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915<\/a>, y <a href=\"https:\/\/www.manychat.com\/\" target=\"_blank\" rel=\"noopener\">\u092e\u0948\u0928\u0940\u091a\u0948\u091f<\/a> \u092e\u0948\u0938\u0947\u0902\u091c\u0930 \u092c\u0949\u091f \u0915\u0947 \u0932\u093f\u090f\u0964\n    <\/li>\n<li><strong>\u0938\u0902\u0935\u093e\u0926 \u092a\u094d\u0930\u0935\u093e\u0939 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0947\u0902<\/strong><br \/>\n        \u092b\u094d\u0932\u094b\u091a\u093e\u0930\u094d\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u093e \u092e\u093e\u0928\u091a\u093f\u0924\u094d\u0930\u0923 \u0915\u0930\u0947\u0902\u0964 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0930\u093e\u0926\u094b\u0902 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0947\u0902 \u0914\u0930 \u092c\u0949\u091f \u0915\u094b \u0915\u0948\u0938\u0947 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947\u0928\u0940 \u091a\u093e\u0939\u093f\u090f\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0940 \u0938\u092e\u091d \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (\u090f\u0928\u090f\u0932\u092a\u0940) \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0947\u0902\u0964\n    <\/li>\n<li><strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0930\u0947\u0902<\/strong><br \/>\n        \u091a\u0941\u0928\u0947 \u0939\u0941\u090f \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0905\u092a\u0928\u0947 \u092c\u0949\u091f \u0915\u094b \u092c\u0928\u093e\u090f\u0902\u0964 \u0907\u0938\u092e\u0947\u0902 \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b\u0924\u093e \u0939\u0948:<\/p>\n<ul>\n<li><strong>\u090f\u0915 \u092c\u0949\u091f \u092c\u0928\u093e\u0928\u093e<\/strong>: \u0905\u092a\u0928\u0940 \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u092f\u0942\u0906\u0930\u090f\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902 \u092f\u093e \u092b\u0947\u0938\u092c\u0941\u0915 \u092e\u0948\u0938\u0947\u0902\u091c\u0930 \u091c\u0948\u0938\u0947 \u092e\u0948\u0938\u0947\u091c\u093f\u0902\u0917 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0947\u0902\u0964<\/li>\n<li><strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0938\u0947\u091f \u0915\u0930\u0928\u093e<\/strong>: \u092d\u093e\u0937\u093e, \u0938\u094d\u0935\u0930 \u0914\u0930 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0924\u094d\u0935 \u091c\u0948\u0938\u0940 \u0938\u0947\u091f\u093f\u0902\u0917\u094d\u0938 \u0915\u094b \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930 \u0915\u0930\u0947\u0902\u0964<\/li>\n<li><strong>\u092c\u0949\u091f \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u093e<\/strong>: \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f \u0928\u092e\u0942\u0928\u093e \u0938\u0902\u0935\u093e\u0926 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0921\u093e\u0932\u0947\u0902\u0964<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0930\u0947\u0902<\/strong><br \/>\n        \u092c\u0917 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u0938\u0941\u0927\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f \u0935\u094d\u092f\u093e\u092a\u0915 \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0930\u0947\u0902\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u093e \u0905\u0928\u0941\u0915\u0930\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u093f\u090f \u0917\u090f \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902\u0964 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0938\u0947 \u092b\u0940\u0921\u092c\u0948\u0915 \u090f\u0915\u0924\u094d\u0930 \u0915\u0930\u0947\u0902\u0964\n    <\/li>\n<li><strong>\u091a\u0948\u091f \u0935\u093f\u091c\u0947\u091f \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0947\u0902<\/strong><br \/>\n        \u0905\u092a\u0928\u0940 \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u0915\u0947 \u092c\u094d\u0930\u093e\u0902\u0921\u093f\u0902\u0917 \u0938\u0947 \u092e\u0947\u0932 \u0916\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u091a\u0948\u091f \u0935\u093f\u091c\u0947\u091f \u0915\u094b \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0947\u0902\u0964 \u0907\u0938\u092e\u0947\u0902 \u0930\u0902\u0917, \u092b\u093c\u0949\u0928\u094d\u091f \u0914\u0930 \u092c\u091f\u0928 \u0936\u0948\u0932\u093f\u092f\u093e\u0901 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0939\u092d\u093e\u0917\u093f\u0924\u093e \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0905\u092d\u093f\u0935\u093e\u0926\u0928 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0938\u0947\u091f \u0915\u0930\u0947\u0902\u0964\n    <\/li>\n<li><strong>\u092a\u0942\u0930\u094d\u0935\u093e\u0935\u0932\u094b\u0915\u0928 \u0914\u0930 \u092a\u094d\u0930\u0915\u093e\u0936\u093f\u0924 \u0915\u0930\u0947\u0902<\/strong><br \/>\n        \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f \u092f\u0939 \u0906\u092a\u0915\u0940 \u0905\u092a\u0947\u0915\u094d\u0937\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u093e \u0939\u0948, \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u092a\u0942\u0930\u094d\u0935\u093e\u0935\u0932\u094b\u0915\u0928 \u0915\u0930\u0947\u0902\u0964 \u092a\u0942\u0930\u094d\u0935\u093e\u0935\u0932\u094b\u0915\u0928 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0906\u0935\u0936\u094d\u092f\u0915 \u0938\u092e\u093e\u092f\u094b\u091c\u0928 \u0915\u0930\u0947\u0902\u0964 \u090f\u0915 \u092c\u093e\u0930 \u0938\u0902\u0924\u0941\u0937\u094d\u091f \u0939\u094b\u0928\u0947 \u092a\u0930, \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0905\u092a\u0928\u0940 \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u092f\u093e \u091a\u0941\u0928\u0947 \u0939\u0941\u090f \u092e\u0948\u0938\u0947\u091c\u093f\u0902\u0917 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u092a\u0930 \u092a\u094d\u0930\u0915\u093e\u0936\u093f\u0924 \u0915\u0930\u0947\u0902\u0964\n    <\/li>\n<li><strong>\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0914\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u0915\u0930\u0947\u0902<\/strong><br \/>\n        \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0914\u0930 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092e\u0948\u091f\u094d\u0930\u093f\u0915\u094d\u0938 \u0915\u094b \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902\u0964 \u092a\u094d\u0930\u092e\u0941\u0916 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0938\u0902\u0915\u0947\u0924\u0915 (\u0915\u0947\u092a\u0940\u0906\u0908) \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0902\u0924\u094b\u0937 \u0938\u094d\u0915\u094b\u0930 \u0914\u0930 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a \u092a\u0942\u0930\u094d\u0923\u0924\u093e \u0926\u0930 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092b\u0940\u0921\u092c\u0948\u0915 \u0914\u0930 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0924\u0947 \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0932\u0917\u093e\u0924\u093e\u0930 \u0905\u092a\u0921\u0947\u091f \u0914\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0947\u0902\u0964\n    <\/li>\n<\/ol>\n<p>\u0907\u0928 \u091a\u0930\u0923\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0915\u0947, \u0906\u092a \u090f\u0915 \u0910\u0938\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093e\u0907\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0928 \u0915\u0947\u0935\u0932 \u0905\u092a\u0928\u0947 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u093e \u0939\u0948 \u092c\u0932\u094d\u0915\u093f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0914\u0930 \u0938\u0939\u092d\u093e\u0917\u093f\u0924\u093e \u0915\u094b \u092d\u0940 \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948\u0964 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093e\u0907\u0928 \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u092a\u0930 \u0906\u0917\u0947 \u092a\u0922\u093c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, <a href=\"https:\/\/www.interaction-design.org\/\" target=\"_blank\" rel=\"noopener\">\u0907\u0902\u091f\u0930\u090f\u0915\u094d\u0936\u0928 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092b\u093e\u0909\u0902\u0921\u0947\u0936\u0928<\/a> \u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0947\u0902 \u0914\u0930 <a href=\"https:\/\/www.jair.org\/\" target=\"_blank\" rel=\"noopener\">Revista de Investigaci\u00f3n en Inteligencia Artificial<\/a>.<\/p>\n<h3>\u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093e\u0907\u0928 \u0915\u0947 \u092a\u094d\u0930\u092e\u0941\u0916 \u0924\u0924\u094d\u0935<\/h3>\n<p>\u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093e\u0907\u0928 \u0915\u0908 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0924\u0924\u094d\u0935\u094b\u0902 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0914\u0930 \u0938\u0902\u0924\u094b\u0937 \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939\u093e\u0901 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092e\u0941\u0916 \u0918\u091f\u0915 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e-\u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923<\/strong>: \u0939\u092e\u0947\u0936\u093e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0915\u094b \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0926\u0947\u0902, \u0938\u0939\u091c \u0914\u0930 \u0906\u0915\u0930\u094d\u0937\u0915 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0915\u0947\u0964 \u0905\u092a\u0928\u0947 \u0926\u0930\u094d\u0936\u0915\u094b\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0914\u0930 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u0938\u092e\u091d\u0947\u0902 \u0924\u093e\u0915\u093f \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0940 \u091c\u093e \u0938\u0915\u0947\u0902\u0964<\/li>\n<li><strong>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (\u090f\u0928\u090f\u0932\u092a\u0940)<\/strong>: \u0909\u0928\u094d\u0928\u0924 NLP \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0947\u0902 \u0924\u093e\u0915\u093f \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u094b \u0938\u091f\u0940\u0915\u0924\u093e \u0938\u0947 \u0938\u092e\u091d \u0938\u0915\u0947 \u0914\u0930 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947 \u0938\u0915\u0947\u0964 \u0907\u0938\u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u0938\u092e\u0917\u094d\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u092c\u0922\u093c\u0924\u0940 \u0939\u0948\u0964 <a href=\"https:\/\/messengerbot.app\/hi\/#features\">\u091a\u0948\u091f\u092c\u0949\u091f \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938<\/a>.<\/li>\n<li><strong>\u0928\u093f\u091c\u0940\u0915\u0930\u0923<\/strong>: \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0905\u0928\u0941\u092d\u0935 \u092c\u0928\u093e\u090f\u0902\u0964 \u0907\u0938\u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0928\u093e\u092e \u0938\u0947 \u0938\u0902\u092c\u094b\u0927\u093f\u0924 \u0915\u0930\u0928\u093e \u092f\u093e \u092a\u093f\u091b\u0932\u0947 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u0947\u0935\u093e\u0913\u0902 \u0915\u0940 \u0938\u093f\u092b\u093e\u0930\u093f\u0936 \u0915\u0930\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u094d\u092a\u0937\u094d\u091f \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u093e \u092a\u094d\u0930\u0935\u093e\u0939<\/strong>: \u090f\u0915 \u0924\u093e\u0930\u094d\u0915\u093f\u0915 \u0914\u0930 \u0938\u0930\u0932 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u093e \u092a\u094d\u0930\u0935\u093e\u0939 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0947\u0902 \u091c\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0909\u0928\u0915\u0940 \u092a\u0942\u091b\u0924\u093e\u091b \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092c\u093f\u0928\u093e \u092d\u094d\u0930\u092e\u093f\u0924 \u0915\u093f\u090f \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0947\u0964 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u092e\u0948\u092a \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092b\u094d\u0932\u094b\u091a\u093e\u0930\u094d\u091f \u091c\u0948\u0938\u0947 \u0926\u0943\u0936\u094d\u092f \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902\u0964<\/li>\n<li><strong>\u092a\u094d\u0930\u0924\u093f\u092a\u0941\u0937\u094d\u091f\u093f \u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093e<\/strong>: \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0909\u0928\u0915\u0947 \u0905\u0928\u0941\u092d\u0935 \u092a\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0947\u0902\u0964 \u0907\u0938\u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0902\u0924\u094b\u0937 \u0915\u094b \u0932\u0917\u093e\u0924\u093e\u0930 \u0938\u0941\u0927\u093e\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u092e\u091c\u092c\u0942\u0924 \u092a\u0930\u0940\u0915\u094d\u0937\u0923<\/strong>: \u0938\u0941\u0927\u093e\u0930 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0928\u093f\u092f\u092e\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0930\u0947\u0902\u0964 A\/B \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u092f\u0939 \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092d\u0940 \u0938\u0939\u093e\u092f\u0915 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948 \u0915\u093f \u0915\u094c\u0928 \u0938\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092c\u0947\u0939\u0924\u0930 \u091c\u0941\u0921\u093c\u093e\u0935 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<p>: \u0907\u0928 \u092a\u094d\u0930\u092e\u0941\u0916 \u0924\u0924\u094d\u0935\u094b\u0902 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0915\u0947, \u0906\u092a \u090f\u0915 \u0910\u0938\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0928 \u0915\u0947\u0935\u0932 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0940 \u0905\u092a\u0947\u0915\u094d\u0937\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u093e \u0939\u0948 \u092c\u0932\u094d\u0915\u093f \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u092a\u0930\u094d\u0927\u0940 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u092e\u0947\u0902 \u092d\u0940 \u0905\u0932\u0917 \u0926\u093f\u0916\u0924\u093e \u0939\u0948\u0964 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%b8%e0%a4%b0%e0%a5%8d%e0%a4%b5%e0%a4%b6%e0%a5%8d%e0%a4%b0%e0%a5%87%e0%a4%b7%e0%a5%8d%e0%a4%a0-%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%b8%e0%a4%ae%e0%a4%be%e0%a4%a7%e0%a4%be\/\">\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/03\/chatbot-design-2285923.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>\u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 4 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u094d\u092f\u093e \u0939\u0948\u0902?<\/h2>\n<p>\u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0938\u092e\u091d\u0928\u093e \u092a\u094d\u0930\u092d\u093e\u0935\u0940 <a href=\"https:\/\/messengerbot.app\/hi\/\">\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/a>: \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u093e \u0905\u0926\u094d\u0935\u093f\u0924\u0940\u092f \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0939\u094b\u0924\u093e \u0939\u0948 \u0914\u0930 \u092f\u0939 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0930\u0942\u092a \u0938\u0947 \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939\u093e\u0901 \u091a\u093e\u0930 \u092e\u0941\u0916\u094d\u092f \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0939\u0948\u0902:<\/p>\n<h3>\u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923<\/h3>\n<p>1. <strong>\u092e\u0947\u0928\u0942-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f<\/strong>: \u092c\u091f\u0928-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092d\u0940 \u091c\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u092f\u0947 \u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0938\u0940\u0927\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092f\u0947 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u0940 \u0938\u0942\u091a\u0940 \u092e\u0947\u0902 \u0938\u0947 \u091a\u092f\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n<p>2. <strong>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f<\/strong>: \u092f\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0928\u093f\u092f\u092e\u094b\u0902 \u0914\u0930 \u0915\u0940\u0935\u0930\u094d\u0921 \u092a\u0939\u091a\u093e\u0928 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u0915\u094b \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e \u0915\u093f\u090f \u0917\u090f \u0909\u0924\u094d\u0924\u0930\u094b\u0902 \u0938\u0947 \u092e\u093f\u0932\u093e\u0915\u0930 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u091c\u092c\u0915\u093f \u0935\u0947 \u0938\u0902\u0926\u0930\u094d\u092d \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u092e\u0947\u0902 \u0938\u0940\u092e\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u0935\u0947 \u0938\u0940\u0927\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902, \u091c\u0948\u0938\u0947 \u0915\u093f \u0905\u0915\u094d\u0938\u0930 \u092a\u0942\u091b\u0947 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u094d\u0930\u0936\u094d\u0928 \u092f\u093e \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0938\u092e\u0938\u094d\u092f\u093e \u0928\u093f\u0935\u093e\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<p>3. <strong>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (NLP) \u092c\u0949\u091f\u094d\u0938<\/strong>: NLP \u092c\u0949\u091f \u0909\u0928\u094d\u0928\u0924 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u092e\u093e\u0928\u0935 \u092d\u093e\u0937\u093e \u0915\u094b \u0938\u092e\u091d\u093e \u0914\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964 \u0935\u0947 \u0905\u0927\u093f\u0915 \u091c\u091f\u093f\u0932 \u092c\u093e\u0924\u091a\u0940\u0924 \u092e\u0947\u0902 \u0938\u0902\u0932\u0917\u094d\u0928 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0940 \u092e\u0902\u0936\u093e \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947, \u092f\u0947 \u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0915\u094b \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0930\u0942\u092a \u0938\u0947 \u0938\u0941\u0927\u093e\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0939\u093e\u0932 \u0915\u0947 \u0905\u0927\u094d\u092f\u092f\u0928\u094b\u0902 \u0938\u0947 \u092a\u0924\u093e \u091a\u0932\u0924\u093e \u0939\u0948 \u0915\u093f NLP \u0924\u0915\u0928\u0940\u0915 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0902\u0924\u094b\u0937 \u0915\u094b 30% \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948 (\u0938\u094d\u0930\u094b\u0924: <a href=\"https:\/\/www.gartner.com\/en\" target=\"_blank\" rel=\"noopener\">\u0917\u093e\u0930\u094d\u091f\u0928\u0930<\/a>).<\/p>\n<p>4. <strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092c\u0949\u091f\u094d\u0938<\/strong>: \u092f\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0938\u0947 \u0938\u0940\u0916 \u0938\u0915\u0947\u0902\u0964 \u0935\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0905\u092a\u0928\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0909\u0928\u0915\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0917\u0924\u093f\u0936\u0940\u0932 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u092e\u0947\u0902 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u094b\u0924\u093e \u0939\u0948 \u091c\u0939\u093e\u0901 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u094d\u0930\u0936\u094d\u0928 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u092d\u093f\u0928\u094d\u0928 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 <a href=\"https:\/\/www.mckinsey.com\/\" target=\"_blank\" rel=\"noopener\">\u092e\u0948\u0915\u093f\u0902\u0938\u0947<\/a>: \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092c\u0949\u091f \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u094b 50% \u0924\u0915 \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h3>\u0906\u092a\u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0939\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u091a\u0941\u0928\u0928\u093e<\/h3>\n<p>\u091c\u092c \u0905\u092a\u0928\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u091a\u092f\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u0909\u0928 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0947\u0902 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0906\u092a \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u092f\u0926\u093f \u0906\u092a\u0915\u093e \u0927\u094d\u092f\u093e\u0928 \u0938\u0940\u0927\u0947 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u092a\u0930 \u0939\u0948, \u0924\u094b \u090f\u0915 \u092e\u0947\u0928\u0942-\u0906\u0927\u093e\u0930\u093f\u0924 \u092f\u093e \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0905\u0927\u093f\u0915 \u091c\u091f\u093f\u0932 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f, NLP \u092f\u093e \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092c\u0949\u091f \u092e\u0947\u0902 \u0928\u093f\u0935\u0947\u0936 \u0915\u0930\u0928\u093e \u092c\u0947\u0939\u0924\u0930 \u092a\u0930\u093f\u0923\u093e\u092e \u0926\u0947 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n<p>\u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u090f\u0915 <a href=\"https:\/\/messengerbot.app\/hi\/free-trial-offer\/\">\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f<\/a> \u0935\u093f\u0915\u093e\u0938 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u0915\u093f \u0906\u092a\u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0915\u093e\u0930\u094d\u092f\u093e\u0924\u094d\u092e\u0915 \u0914\u0930 \u0906\u0915\u0930\u094d\u0937\u0915 \u0926\u094b\u0928\u094b\u0902 \u0939\u0948\u0964 \u0938\u0939\u0940 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u0906\u092a \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u091c\u0941\u0921\u093c\u093e\u0935 \u0914\u0930 \u0938\u0902\u0924\u094b\u0937 \u0915\u094b \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0905\u0902\u0924\u0924\u0903 \u092c\u0947\u0939\u0924\u0930 \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u092a\u0930\u093f\u0923\u093e\u092e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<p>\u091a\u0948\u091f\u092c\u0949\u091f \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u092a\u0930 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e\u093e\u0930\u0947 \u0932\u0947\u0916 \u092a\u0930 \u091c\u093e\u090f\u0901 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%b8%e0%a4%b0%e0%a5%8d%e0%a4%b5%e0%a4%b6%e0%a5%8d%e0%a4%b0%e0%a5%87%e0%a4%b7%e0%a5%8d%e0%a4%a0-%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%b8%e0%a4%ae%e0%a4%be%e0%a4%a7%e0%a4%be\/\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u092e\u093e\u0927\u093e\u0928<\/a>.<\/p>\n<h2>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928\u0930\u094b\u0902 \u0915\u0940 \u0906\u092f \u0915\u093f\u0924\u0928\u0940 \u0939\u094b\u0924\u0940 \u0939\u0948?<\/h2>\n<p>\u0938\u0902\u092f\u0941\u0915\u094d\u0924 \u0930\u093e\u091c\u094d\u092f \u0905\u092e\u0947\u0930\u093f\u0915\u093e \u092e\u0947\u0902 \u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928\u0930 \u092f\u093e \u0921\u0947\u0935\u0932\u092a\u0930 \u0915\u093e \u0935\u0947\u0924\u0928 \u0905\u0928\u0941\u092d\u0935, \u0938\u094d\u0925\u093e\u0928 \u0914\u0930 \u0909\u0928\u0915\u0947 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0902\u092d\u093e\u0932\u0947 \u0917\u090f \u092a\u0930\u093f\u092f\u094b\u091c\u0928\u093e\u0913\u0902 \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u092d\u093f\u0928\u094d\u0928 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 2025 \u0924\u0915, \u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u0947\u0935\u0932\u092a\u0930 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0915\u0941\u0932 \u0935\u0947\u0924\u0928 \u0932\u0917\u092d\u0917 $87,250 \u092a\u094d\u0930\u0924\u093f \u0935\u0930\u094d\u0937 \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0914\u0938\u0924 \u0906\u0927\u093e\u0930 \u0935\u0947\u0924\u0928 \u0932\u0917\u092d\u0917 $80,605 \u0935\u093e\u0930\u094d\u0937\u093f\u0915 \u0939\u0948\u0964 \u092f\u0939 \u0906\u0902\u0915\u0921\u093c\u093e \u092e\u0927\u094d\u092f\u0935\u0930\u094d\u0924\u0940 \u0935\u0947\u0924\u0928 \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0924\u093e \u0939\u0948, \u091c\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0938\u0947 \u090f\u0915\u0924\u094d\u0930\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u0947 \u0935\u094d\u092f\u093e\u092a\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0938\u0947 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0928\u094c\u0915\u0930\u0940 \u0915\u0940 \u092a\u094b\u0938\u094d\u091f\u093f\u0902\u0917 \u0914\u0930 \u0915\u0930\u094d\u092e\u091a\u093e\u0930\u0940 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/p>\n<h3>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928\u0930 \u0935\u0947\u0924\u0928 \u092a\u094d\u0930\u0935\u0943\u0924\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0905\u0935\u0932\u094b\u0915\u0928<\/h3>\n<p>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928\u0930\u094b\u0902 \u0914\u0930 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u0947 \u0935\u0947\u0924\u0928 \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0915\u0908 \u0915\u093e\u0930\u0915 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0905\u0928\u0941\u092d\u0935 \u0938\u094d\u0924\u0930<\/strong>: \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u0938\u094d\u0924\u0930 \u0915\u0940 \u092a\u0926\u0935\u093f\u092f\u093e\u0901 \u0932\u0917\u092d\u0917 $60,000 \u0938\u0947 \u0936\u0941\u0930\u0942 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902, \u091c\u092c\u0915\u093f \u0905\u0928\u0941\u092d\u0935\u0940 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u092a\u094d\u0930\u0924\u093f \u0935\u0930\u094d\u0937 $120,000 \u0938\u0947 \u0905\u0927\u093f\u0915 \u0915\u092e\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0938\u094d\u0925\u093e\u0928<\/strong>: \u0935\u0947\u0924\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0915\u093e\u092b\u0940 \u092d\u093f\u0928\u094d\u0928 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0924\u0915\u0928\u0940\u0915\u0940 \u0915\u0947\u0902\u0926\u094d\u0930 \u091c\u0948\u0938\u0947 \u0938\u0948\u0928 \u092b\u094d\u0930\u093e\u0902\u0938\u093f\u0938\u094d\u0915\u094b \u0914\u0930 \u0928\u094d\u092f\u0942\u092f\u0949\u0930\u094d\u0915 \u0909\u091a\u094d\u091a \u092e\u0941\u0906\u0935\u091c\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u0935\u0939\u093e\u0901 \u091c\u0940\u0935\u0928 \u092f\u093e\u092a\u0928 \u0915\u0940 \u0932\u093e\u0917\u0924 \u0914\u0930 \u0915\u0941\u0936\u0932 \u092a\u0947\u0936\u0947\u0935\u0930\u094b\u0902 \u0915\u0940 \u092e\u093e\u0902\u0917 \u0905\u0927\u093f\u0915 \u0939\u0948\u0964<\/li>\n<li><strong>\u0909\u0926\u094d\u092f\u094b\u0917<\/strong>: \u0935\u093f\u0924\u094d\u0924, \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0926\u0947\u0916\u092d\u093e\u0932 \u092f\u093e \u0908-\u0915\u0949\u092e\u0930\u094d\u0938 \u091c\u0948\u0938\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0915\u093e\u092e \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0935\u093f\u0936\u0947\u0937 \u091c\u094d\u091e\u093e\u0928 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0915\u0947 \u0915\u093e\u0930\u0923 \u0909\u091a\u094d\u091a \u0935\u0947\u0924\u0928 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<p>\u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u092e\u0947\u0938\u0947\u0902\u091c\u0930 \u092c\u0949\u091f \u0914\u0930 \u0905\u0928\u094d\u092f \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u090f\u0906\u0908 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0940 \u0935\u0943\u0926\u094d\u0927\u093f \u0928\u0947 \u0915\u0941\u0936\u0932 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928\u0930\u094b\u0902 \u0915\u0940 \u092e\u093e\u0902\u0917 \u0915\u094b \u092c\u0922\u093c\u093e \u0926\u093f\u092f\u093e \u0939\u0948, \u091c\u094b \u0935\u0947\u0924\u0928 \u092a\u094d\u0930\u0935\u0943\u0924\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930 \u0930\u0939\u093e \u0939\u0948\u0964 \u0936\u094d\u0930\u092e \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940 \u092c\u094d\u092f\u0942\u0930\u094b \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, 2020 \u0938\u0947 2030 \u0924\u0915 \u0938\u0949\u092b\u093c\u094d\u091f\u0935\u0947\u092f\u0930 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938, \u091c\u093f\u0938\u092e\u0947\u0902 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928\u0930 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u0915\u0947 \u0932\u093f\u090f \u0928\u094c\u0915\u0930\u0940 \u0915\u093e \u092c\u093e\u091c\u093e\u0930 22% \u092c\u0922\u093c\u0928\u0947 \u0915\u0940 \u0909\u092e\u094d\u092e\u0940\u0926 \u0939\u0948, \u091c\u094b \u092d\u0935\u093f\u0937\u094d\u092f \u092e\u0947\u0902 \u092e\u091c\u092c\u0942\u0924 \u092e\u093e\u0902\u0917 \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n<p>\u0905\u0927\u093f\u0915 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0935\u0947\u0924\u0928 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0915\u0947 \u0932\u093f\u090f, \u091c\u0948\u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u0928 <a href=\"https:\/\/www.glassdoor.com\" target=\"_blank\" rel=\"noopener\">\u0917\u094d\u0932\u093e\u0938\u0921\u094b\u0930<\/a>, <a href=\"https:\/\/www.payscale.com\" target=\"_blank\" rel=\"noopener\">\u092a\u0947 \u0938\u094d\u0915\u0947\u0932<\/a>, \u0914\u0930 <a href=\"https:\/\/www.bls.gov\" target=\"_blank\" rel=\"noopener\">\u0936\u094d\u0930\u092e \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940 \u092c\u094d\u092f\u0942\u0930\u094b<\/a> provide valuable data and trends in the field of chatbot development.<\/p>\n<h3>Factors Influencing Chatbot Developer Salary<\/h3>\n<p>Understanding the factors that influence chatbot developer salaries can help aspiring professionals navigate their career paths effectively:<\/p>\n<ul>\n<li><strong>\u0915\u094c\u0936\u0932 \u0938\u0947\u091f<\/strong>: Proficiency in programming languages such as Python, JavaScript, or specific chatbot frameworks can significantly impact earning potential.<\/li>\n<li><strong>Certifications<\/strong>: Holding certifications in AI or chatbot development can enhance a developer\u2019s credibility and marketability, potentially leading to higher salaries.<\/li>\n<li><strong>\u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e<\/strong>: Developers working on more complex projects, such as those involving AI-driven chatbots or integrations with existing systems, may command higher fees.<\/li>\n<\/ul>\n<p>As the demand for innovative chatbot solutions continues to grow, understanding these factors will be crucial for anyone looking to enter the field. For those interested in exploring chatbot design further, consider checking out <a href=\"https:\/\/messengerbot.app\/hi\/#features\">Messenger Bot \u0915\u0940 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0915\u0930<\/a> to see how our platform can enhance your chatbot development journey.<\/p>\n<h2>How to Design UI for Chatbot<\/h2>\n<p>Designing an effective user interface (UI) for a chatbot is crucial for enhancing user engagement and satisfaction. A well-crafted chatbot UI can significantly influence how users interact with the bot, making it essential to focus on several key principles.<\/p>\n<h3>Principles of Chatbot UI Design<\/h3>\n<p>To create a compelling chatbot user interface, consider the following principles:<\/p>\n<ol>\n<li><strong>Choose an Appropriate Color Palette<\/strong>: Select a color scheme that aligns with your brand identity and enhances user experience. Research indicates that colors can influence user emotions and behaviors; for instance, blue often conveys trust, while green can signify calmness.<\/li>\n<li><strong>Organize Visual Elements<\/strong>: Structure your chatbot interface with clear visual hierarchies. Use consistent iconography and spacing to guide users through the conversation. A well-organized layout reduces cognitive load and improves usability.<\/li>\n<li><strong>Utilize Text and Tone of Voice<\/strong>: Craft responses that reflect empathy and understanding. The tone should match the context of the conversation\u2014friendly for casual chats and professional for business inquiries. A conversational tone can enhance user engagement and satisfaction.<\/li>\n<li><strong>Leverage User Personas<\/strong>: Develop user personas to tailor the chatbot\u2019s personality and responses. Understanding your target audience allows for more personalized interactions, which can significantly improve user retention and satisfaction.<\/li>\n<li><strong>Ensure Smooth Conversation Flow<\/strong>: Design the conversation to be intuitive and natural. Implement quick replies, suggested actions, and fallback options to keep users engaged. Maintaining a seamless flow can reduce user frustration and abandonment rates.<\/li>\n<li><strong>\u092b\u0940\u0921\u092c\u0948\u0915 \u0924\u0902\u0924\u094d\u0930 \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0947\u0902<\/strong>: Allow users to provide feedback on their experience. This can be done through simple thumbs up\/down buttons or more detailed surveys. Continuous feedback helps refine the chatbot\u2019s performance and user satisfaction over time.<\/li>\n<li><strong>Integrate with Platforms like Messenger<\/strong>: If applicable, consider deploying your chatbot on platforms such as Facebook Messenger. This can enhance accessibility and reach, as Messenger boasts over 1.3 billion monthly users, providing a vast audience for your chatbot.<\/li>\n<\/ol>\n<p>By implementing these strategies, you can create a user-friendly and effective chatbot UI that enhances user experience and meets business objectives.<\/p>\n<h3>Utilizing Chatbot Design Templates for Efficiency<\/h3>\n<p>Leveraging chatbot design templates can streamline the design process and ensure consistency across your chatbot interface. Here are some benefits of using chatbot design templates:<\/p>\n<ul>\n<li><strong>\u0938\u092e\u092f \u0915\u0940 \u092c\u091a\u0924<\/strong>: Templates provide a ready-made structure, allowing you to focus on customizing content rather than starting from scratch.<\/li>\n<li><strong>\u0938\u0902\u0917\u0924\u093f<\/strong>: \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u092e\u0947\u0902 \u090f\u0915 \u0938\u092e\u093e\u0928 \u0930\u0942\u092a \u0914\u0930 \u0905\u0928\u0941\u092d\u0935 \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u092c\u094d\u0930\u093e\u0902\u0921 \u092a\u0939\u091a\u093e\u0928 \u0915\u094b \u092e\u091c\u092c\u0942\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u090f\u0901<\/strong>: \u0915\u0908 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938 \u0915\u094b \u091a\u0948\u091f\u092c\u0949\u091f UI \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092e\u0947\u0902 \u0938\u093f\u0926\u094d\u0927 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u0915\u093f \u0906\u092a\u0915\u093e \u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u0906\u0938\u093e\u0928 \u0905\u0928\u0941\u0915\u0942\u0932\u0928<\/strong>: \u0905\u0927\u093f\u0915\u093e\u0902\u0936 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938 \u0906\u0938\u093e\u0928 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0906\u092a \u0905\u092a\u0928\u0947 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u092c\u0915\u093f \u090f\u0915 \u092a\u0947\u0936\u0947\u0935\u0930 \u0930\u0942\u092a \u092c\u0928\u093e\u090f \u0930\u0916\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<p>\u091c\u094b \u0932\u094b\u0917 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938 \u0915\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902, \u0909\u0928\u094d\u0939\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0914\u0930 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0930\u0928\u0947 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u093f\u090f \u091c\u094b \u0906\u092a\u0915\u0947 \u092c\u094d\u0930\u093e\u0902\u0921 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u092f\u094b\u0917\u094d\u092f \u0935\u093f\u0915\u0932\u094d\u092a \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/03\/chatbot-design-2171938-png.avif\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>\u0915\u094d\u092f\u093e \u092e\u0948\u0902 \u0905\u092a\u0928\u093e \u0916\u0941\u0926 \u0915\u093e AI \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e \u0938\u0915\u0924\u093e \u0939\u0942\u0901?<\/h2>\n<p>\u0905\u092a\u0928\u093e \u0916\u0941\u0926 \u0915\u093e AI \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u093e \u090f\u0915 \u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915 \u0914\u0930 \u092b\u093e\u092f\u0926\u0947\u092e\u0902\u0926 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0939\u0948, \u091a\u093e\u0939\u0947 \u0906\u092a \u090f\u0915 \u0936\u0941\u0930\u0941\u0906\u0924\u0940 \u0939\u094b\u0902 \u092f\u093e \u090f\u0915 \u0905\u0928\u0941\u092d\u0935\u0940 \u0921\u0947\u0935\u0932\u092a\u0930\u0964 \u092f\u0939\u093e\u0901 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u0917\u093e\u0907\u0921 \u0939\u0948:<\/p>\n<h3>\u0905\u092a\u0928\u093e \u0916\u0941\u0926 \u0915\u093e AI \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0926\u092e<\/h3>\n<ol>\n<li><strong>AI \u0915\u093e \u0905\u0935\u0932\u094b\u0915\u0928<\/strong>\n<ul>\n<li><strong>\u0928\u094b-\u0915\u094b\u0921 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e<\/strong>: \u092f\u0926\u093f \u0906\u092a\u0915\u0947 \u092a\u093e\u0938 \u0915\u094b\u0921\u093f\u0902\u0917 \u0915\u094c\u0936\u0932 \u0915\u0940 \u0915\u092e\u0940 \u0939\u0948, \u0924\u094b \u0915\u0908 \u0928\u094b-\u0915\u094b\u0921 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e \u0939\u0948\u0902 \u091c\u094b \u0906\u092a\u0915\u094b \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0914\u0930 \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:\n<ul>\n<li><strong>\u091a\u0948\u091f\u092b\u094d\u092f\u0942\u0932<\/strong>: \u092b\u0947\u0938\u092c\u0941\u0915 \u092e\u0948\u0938\u0947\u0902\u091c\u0930 \u092c\u0949\u091f\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936, \u091c\u094b \u0906\u092a\u0915\u094b \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u091c\u094d\u091e\u093e\u0928 \u0915\u0947 \u092c\u093f\u0928\u093e \u0907\u0902\u091f\u0930\u090f\u0915\u094d\u091f\u093f\u0935 \u0905\u0928\u0941\u092d\u0935 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u092c\u0949\u091f\u094d\u0938\u093f\u092b\u093e\u0908<\/strong>: \u090f\u0915 \u0921\u094d\u0930\u0948\u0917-\u090f\u0902\u0921-\u0921\u094d\u0930\u0949\u092a \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092e\u0948\u0938\u0947\u091c\u093f\u0902\u0917 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u092e\u0948\u0928\u0940\u091a\u0948\u091f<\/strong>: \u092e\u093e\u0930\u094d\u0915\u0947\u091f\u093f\u0902\u0917 \u0911\u091f\u094b\u092e\u0947\u0936\u0928 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u092e\u0948\u0938\u0947\u0902\u091c\u0930 \u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0939\u0948\u0964<\/li>\n<li><strong>Tidio<\/strong>: \u0932\u093e\u0907\u0935 \u091a\u0948\u091f \u0914\u0930 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u094b \u091c\u094b\u0921\u093c\u0924\u093e \u0939\u0948, \u0908-\u0915\u0949\u092e\u0930\u094d\u0938 \u0935\u0947\u092c\u0938\u093e\u0907\u091f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924\u0964<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0915\u094b\u0921\u093f\u0902\u0917 \u0935\u093f\u0915\u0932\u094d\u092a<\/strong>: \u091c\u094b \u0932\u094b\u0917 \u0909\u0928\u094d\u0928\u0924 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u0940 \u0924\u0932\u093e\u0936 \u092e\u0947\u0902 \u0939\u0948\u0902, \u0909\u0928\u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u092d\u093e\u0937\u093e\u0913\u0902 \u091c\u0948\u0938\u0947 Python \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0930\u0928\u093e \u090f\u0915 \u0935\u094d\u092f\u0935\u0939\u093e\u0930\u094d\u092f \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948\u0964 \u092a\u094d\u0930\u092e\u0941\u0916 \u0918\u091f\u0915 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:\n<ul>\n<li><strong>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (\u090f\u0928\u090f\u0932\u092a\u0940)<\/strong>: \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0938\u092e\u091d\u0928\u0947 \u0914\u0930 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f NLTK, SpaCy, \u092f\u093e Rasa \u091c\u0948\u0938\u0940 \u092a\u0941\u0938\u094d\u0924\u0915\u093e\u0932\u092f\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902\u0964<\/li>\n<li><strong>\u0922\u093e\u0902\u091a\u0947<\/strong>: Microsoft Bot Framework \u092f\u093e Botpress \u091c\u0948\u0938\u0947 \u0922\u093e\u0902\u091a\u0947 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0947\u0902, \u091c\u094b \u091c\u091f\u093f\u0932 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u0915\u0930\u0923 \u0914\u0930 \u0938\u0902\u0938\u093e\u0927\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0905\u092a\u0928\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u0930\u0947\u0902<\/strong>: \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u0915\u0942\u0926\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947, \u092f\u0939 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948 \u0915\u093f \u0906\u092a \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0915\u094b \u0938\u094d\u092a\u0937\u094d\u091f \u0915\u0930\u0947\u0902:\n<ul>\n<li><strong>\u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e<\/strong>: \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0947\u0902 \u0915\u093f \u0906\u092a\u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094c\u0928-\u0938\u0940 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0947\u0917\u093e (\u091c\u0948\u0938\u0947, \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0939\u093e\u092f\u0924\u093e, \u0932\u0940\u0921 \u091c\u0928\u0930\u0947\u0936\u0928, \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092a\u094d\u0930\u0936\u094d\u0928)\u0964<\/li>\n<li><strong>\u090f\u0915\u0940\u0915\u0930\u0923<\/strong>: \u0909\u0928 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0947\u0902 (\u091c\u0948\u0938\u0947, \u0935\u0947\u092c\u0938\u093e\u0907\u091f, \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e) \u091c\u0939\u093e\u0902 \u0906\u092a\u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0939\u094b\u0917\u093e\u0964<\/li>\n<li><strong>\u091c\u091f\u093f\u0932\u0924\u093e<\/strong>: \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0947\u0902 \u0915\u093f \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u093f\u0924\u0928\u0947 \u091c\u091f\u093f\u0932 \u0939\u094b\u0928\u0947 \u091a\u093e\u0939\u093f\u090f, \u091c\u094b \u0906\u092a\u0915\u0947 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0914\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u094b\u0902 \u0915\u0947 \u091a\u092f\u0928 \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930\u0947\u0917\u093e\u0964<\/li>\n<\/ul>\n<\/li>\n<li><strong>Testing and Iteration<\/strong>: \u090f\u0915 \u092c\u093e\u0930 \u091c\u092c \u0906\u092a\u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928 \u091c\u093e\u090f, \u0924\u094b \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u094d\u092f\u093e\u092a\u0915 \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0930\u0947\u0902 \u0915\u093f \u092f\u0939 \u0938\u091f\u0940\u0915 \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u090f\u0915\u0924\u094d\u0930 \u0915\u0930\u0947\u0902 \u0914\u0930 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0947\u0902\u0964<\/li>\n<li><strong>\u0938\u0940\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0902\u0938\u093e\u0927\u0928<\/strong>:\n<ul>\n<li><strong>\u0911\u0928\u0932\u093e\u0907\u0928 \u092a\u093e\u0920\u094d\u092f\u0915\u094d\u0930\u092e<\/strong>: Coursera \u0914\u0930 Udemy \u091c\u0948\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u0914\u0930 AI \u092a\u0930 \u092a\u093e\u0920\u094d\u092f\u0915\u094d\u0930\u092e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u092a\u094d\u0930\u0932\u0947\u0916\u0928<\/strong>: \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u0914\u0930 \u0938\u092e\u0938\u094d\u092f\u093e \u0928\u093f\u0935\u093e\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0906\u092a \u091c\u093f\u0928 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0914\u0930 \u092a\u0941\u0938\u094d\u0924\u0915\u093e\u0932\u092f\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0915\u093e \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0924\u0947 \u0939\u0948\u0902, \u0909\u0928\u0915\u0940 \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c\u0940\u0915\u0930\u0923 \u0926\u0947\u0916\u0947\u0902\u0964<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>DIY \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u0915\u0930\u0923 \u0914\u0930 \u0938\u0902\u0938\u093e\u0927\u0928<\/h3>\n<p>\u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0914\u0930 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0947\u0902:<\/p>\n<ul>\n<li><strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938<\/strong>: \u0932\u093e\u092d \u0909\u0920\u093e\u090f\u0902 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%ae%e0%a5%88%e0%a4%b8%e0%a5%87%e0%a4%82%e0%a4%9c%e0%a4%b0-%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%9f%e0%a5%8d%e0%a4%af%e0%a5%82%e0%a4%9f%e0%a5%8b%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%b2\/\">\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938<\/a> \u0906\u092a\u0915\u0947 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0915\u094b \u0936\u0941\u0930\u0942 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f\u0964 \u092f\u0947 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f \u0938\u092e\u092f \u092c\u091a\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0906\u092a\u0915\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0938\u0902\u0930\u091a\u093f\u0924 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u090f\u0906\u0908 \u091a\u0948\u091f\u092c\u0949\u091f \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e<\/strong>: \u0910\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0915\u0930\u0947\u0902 \u091c\u0948\u0938\u0947 <a href=\"https:\/\/brainpod.ai\" target=\"_blank\" rel=\"noopener\">\u092c\u094d\u0930\u0947\u0928 \u092a\u0949\u0921 \u090f\u0906\u0908<\/a> \u0909\u0928\u094d\u0928\u0924 \u090f\u0906\u0908 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f, \u091c\u093f\u0938\u092e\u0947\u0902 \u092c\u0939\u0941\u092d\u093e\u0937\u0940 \u0938\u092e\u0930\u094d\u0925\u0928 \u0914\u0930 \u0908-\u0915\u0949\u092e\u0930\u094d\u0938 \u091f\u0942\u0932 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u093e\u092e\u0941\u0926\u093e\u092f\u093f\u0915 \u092e\u0902\u091a<\/strong>: Reddit \u092f\u093e \u0935\u093f\u0936\u0947\u0937 \u092b\u093c\u094b\u0930\u092e \u091c\u0948\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u092a\u0930 \u0938\u092e\u0941\u0926\u093e\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u091c\u0941\u0921\u093c\u0947\u0902 \u0924\u093e\u0915\u093f \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0938\u093e\u091d\u093e \u0915\u0930 \u0938\u0915\u0947\u0902 \u0914\u0930 \u0905\u0928\u0941\u092d\u0935\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0938\u0947 \u0938\u0932\u093e\u0939 \u0932\u0947 \u0938\u0915\u0947\u0902\u0964<\/li>\n<li><strong>\u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c\u0940\u0915\u0930\u0923 \u0914\u0930 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932<\/strong>: \u0910\u0938\u0947 \u092a\u094d\u0930\u0924\u093f\u0937\u094d\u0920\u093f\u0924 \u0938\u093e\u0907\u091f\u094b\u0902 \u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902 \u091c\u0948\u0938\u0947 <a href=\"https:\/\/www.ibm.com\/cloud\/ai-chatbots\" target=\"_blank\" rel=\"noopener\">IBM AI \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938<\/a> \u0914\u0930 <a href=\"https:\/\/www.dialogflow.com\/\" target=\"_blank\" rel=\"noopener\">\u0917\u0942\u0917\u0932 \u0915\u093e \u0921\u093e\u092f\u0932\u0949\u0917\u092b\u094d\u0932\u094b<\/a> \u0935\u094d\u092f\u093e\u092a\u0915 \u0917\u093e\u0907\u0921 \u0914\u0930 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f\u0964<\/li>\n<\/ul>\n<h2>\u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0932\u093e\u0917\u0924 \u0915\u094d\u092f\u093e \u0939\u0948?<\/h2>\n<p>\u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0932\u093e\u0917\u0924\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u093e \u0909\u0928 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948 \u091c\u094b \u0905\u092a\u0928\u0940 \u0921\u093f\u091c\u093f\u091f\u0932 \u0938\u0902\u091a\u093e\u0930 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u0916\u0930\u094d\u091a \u0915\u0908 \u0915\u093e\u0930\u0915\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u092d\u093f\u0928\u094d\u0928 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u092e\u0947\u0902 \u091c\u091f\u093f\u0932\u0924\u093e, \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u093e \u091a\u092f\u0928 \u0914\u0930 \u0907\u091a\u094d\u091b\u093f\u0924 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u092f\u0939\u093e\u0901 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0932\u093e\u0917\u0924\u094b\u0902 \u0915\u093e \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u0935\u093f\u0935\u0930\u0923 \u0939\u0948\u0964<\/p>\n<h3>\u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0932\u093e\u0917\u0924\u094b\u0902 \u0915\u093e \u0935\u093f\u0935\u0930\u0923<\/h3>\n<p>\u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u0932\u093e\u0917\u0924: \u092c\u091c\u091f \u092c\u0928\u093e\u0928\u0947 \u0914\u0930 \u092a\u094d\u0930\u092e\u0941\u0916 \u0915\u093e\u0930\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u094d\u092f\u093e\u092a\u0915 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e<\/p>\n<ol>\n<li><strong>\u0935\u093f\u0915\u093e\u0938 \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e<\/strong>: \u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0932\u093e\u0917\u0924 \u0907\u0938\u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u093e\u092b\u0940 \u092d\u093f\u0928\u094d\u0928 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0935\u093e\u0932\u0947 \u0938\u0930\u0932 \u091a\u0948\u091f\u092c\u0949\u091f $3,000 \u0938\u0947 $10,000 \u0924\u0915 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u092c\u0915\u093f \u0905\u0927\u093f\u0915 \u0909\u0928\u094d\u0928\u0924 \u090f\u0906\u0908-\u091a\u093e\u0932\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f $30,000 \u0938\u0947 $100,000 \u092f\u093e \u0909\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u0915\u0940 \u0932\u093e\u0917\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u091a\u092f\u0928<\/strong>: \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u093e \u091a\u092f\u0928 \u0932\u093e\u0917\u0924 \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u092b\u0947\u0938\u092c\u0941\u0915 \u092a\u0930 \u090f\u0915 \u092e\u0947\u0938\u0947\u0902\u091c\u0930 \u092c\u0949\u091f \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0930\u0928\u093e \u092e\u094c\u091c\u0942\u0926\u093e \u0922\u093e\u0902\u091a\u094b\u0902 \u0914\u0930 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u0947 \u0915\u093e\u0930\u0923 \u0905\u0927\u093f\u0915 \u0932\u093e\u0917\u0924-\u0915\u0941\u0936\u0932 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u092c\u0915\u093f \u0935\u0947\u092c\u0938\u093e\u0907\u091f\u094b\u0902 \u092f\u093e \u092e\u094b\u092c\u093e\u0907\u0932 \u0910\u092a \u0915\u0947 \u0932\u093f\u090f \u0915\u0938\u094d\u091f\u092e \u0938\u092e\u093e\u0927\u093e\u0928 \u0905\u0927\u093f\u0915 \u0916\u0930\u094d\u091a \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e<\/strong>: \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (NLP), \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0914\u0930 \u0924\u0943\u0924\u0940\u092f-\u092a\u0915\u094d\u0937 \u0938\u0947\u0935\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923 \u091c\u0948\u0938\u0940 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u093e \u0938\u092e\u093e\u0935\u0947\u0936 \u0932\u093e\u0917\u0924 \u0915\u094b \u0915\u093e\u092b\u0940 \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947\u0935\u0932 \u0938\u0930\u0932 FAQs \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948, \u091c\u092c\u0915\u093f \u0909\u0928\u094d\u0928\u0924 \u092c\u0949\u091f \u092e\u0947\u0902 \u092d\u093e\u0935\u0928\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0930\u0923 \u091c\u0948\u0938\u0940 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0932\u093e\u0917\u0924 $50,000 \u092f\u093e \u0909\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u0935\u093f\u0915\u093e\u0938 \u091f\u0940\u092e<\/strong>: \u090f\u0915 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0921\u0947\u0935\u0932\u092a\u0930 \u0915\u094b \u0928\u093f\u092f\u0941\u0915\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0932\u093e\u0917\u0924 \u092a\u094d\u0930\u0924\u093f \u0918\u0902\u091f\u0947 $25 \u0938\u0947 $150 \u0915\u0947 \u092c\u0940\u091a \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948, \u091c\u092c\u0915\u093f \u090f\u0915 \u0938\u092e\u0930\u094d\u092a\u093f\u0924 \u0935\u093f\u0915\u093e\u0938 \u090f\u091c\u0947\u0902\u0938\u0940 \u092a\u094d\u0930\u0924\u093f \u0918\u0902\u091f\u0947 $100 \u0938\u0947 $250 \u0924\u0915 \u091a\u093e\u0930\u094d\u091c \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 \u0915\u0941\u0932 \u0932\u093e\u0917\u0924 \u091f\u0940\u092e \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u0924\u093e \u0914\u0930 \u0938\u094d\u0925\u093e\u0928 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0947\u0917\u0940\u0964<\/li>\n<li><strong>\u0930\u0916\u0930\u0916\u093e\u0935 \u0914\u0930 \u0905\u092a\u0921\u0947\u091f<\/strong>: \u0930\u0916\u0930\u0916\u093e\u0935, \u0905\u092a\u0921\u0947\u091f \u0914\u0930 \u0939\u094b\u0938\u094d\u091f\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u091a\u0932 \u0930\u0939\u0940 \u0932\u093e\u0917\u0924\u094b\u0902 \u092a\u0930 \u092d\u0940 \u0935\u093f\u091a\u093e\u0930 \u0915\u093f\u092f\u093e \u091c\u093e\u0928\u093e \u091a\u093e\u0939\u093f\u090f\u0964 \u0935\u093e\u0930\u094d\u0937\u093f\u0915 \u0930\u0916\u0930\u0916\u093e\u0935 \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u0935\u093f\u0915\u093e\u0938 \u0932\u093e\u0917\u0924 \u0915\u093e 15% \u0938\u0947 20% \u0924\u0915 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/strong>: \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 (UX) \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092e\u0947\u0902 \u0928\u093f\u0935\u0947\u0936 \u0915\u0930\u0928\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u090f\u0915 \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u091c\u0941\u0921\u093c\u093e\u0935 \u0914\u0930 \u0938\u0902\u0924\u094b\u0937 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u093f\u0915\u093e\u0938 \u0932\u093e\u0917\u0924 20% \u0938\u0947 30% \u0924\u0915 \u092c\u0922\u093c \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>Market Trends<\/strong>: \u0917\u094d\u0930\u0948\u0902\u0921 \u0935\u094d\u092f\u0942 \u0930\u093f\u0938\u0930\u094d\u091a \u0915\u0940 \u090f\u0915 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930, \u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093e\u091c\u093e\u0930 2024 \u0924\u0915 $1.34 \u0905\u0930\u092c \u0924\u0915 \u092a\u0939\u0941\u0901\u091a\u0928\u0947 \u0915\u0940 \u0909\u092e\u094d\u092e\u0940\u0926 \u0939\u0948, \u091c\u094b \u0909\u0928\u094d\u0928\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u0940 \u092c\u0922\u093c\u0924\u0940 \u092e\u093e\u0902\u0917 \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0924\u093e \u0939\u0948\u0964 \u092c\u093e\u091c\u093e\u0930 \u0915\u0947 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0905\u0926\u094d\u092f\u0924\u093f\u0924 \u0930\u0939\u0928\u093e \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u094b \u092c\u091c\u091f \u0906\u0935\u0902\u091f\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ol>\n<p>\u0907\u0928 \u0915\u093e\u0930\u0915\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u0915\u0930, \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0932\u093e\u0917\u0924\u094b\u0902 \u0915\u093e \u092c\u0947\u0939\u0924\u0930 \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0909\u0928\u0915\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948\u0964 \u0906\u0917\u0947 \u0915\u0940 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0915\u0947 \u0932\u093f\u090f, \u0910\u0938\u0947 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0915\u094b \u0926\u0947\u0916\u0947\u0902 \u091c\u0948\u0938\u0947 <a href=\"https:\/\/hbr.org\" target=\"_blank\" rel=\"noopener\">\u0939\u093e\u0930\u094d\u0935\u0930\u094d\u0921 \u092c\u093f\u091c\u0928\u0947\u0938 \u0930\u093f\u0935\u094d\u092f\u0942<\/a> \u0914\u0930 <a href=\"https:\/\/go.forrester.com\/research\/\" target=\"_blank\" rel=\"noopener\">\u092b\u0949\u0930\u0947\u0938\u094d\u091f\u0930 \u0930\u093f\u0938\u0930\u094d\u091a<\/a>, \u091c\u094b \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0914\u0930 \u092c\u091c\u091f \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0917\u0939\u0928 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h3>\u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0915\u0947 \u0932\u093f\u090f \u092c\u091c\u091f \u092c\u0928\u093e\u0928\u093e<\/h3>\n<p>\u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0915\u0947 \u0932\u093f\u090f \u092c\u091c\u091f \u092c\u0928\u093e\u0924\u0947 \u0938\u092e\u092f, \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u0935\u093f\u0915\u093e\u0938 \u0932\u093e\u0917\u0924 \u0914\u0930 \u091a\u0932 \u0930\u0939\u0940 \u0916\u0930\u094d\u091a\u094b\u0902 \u0926\u094b\u0928\u094b\u0902 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u092f\u0939\u093e\u0901 \u0915\u0941\u091b \u092a\u094d\u0930\u092e\u0941\u0916 \u092c\u091c\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u091f\u093f\u092a\u094d\u0938 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0905\u092a\u0928\u0947 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f\u094b\u0902 \u0915\u094b \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u0930\u0947\u0902<\/strong>: \u0938\u094d\u092a\u0937\u094d\u091f \u0930\u0942\u092a \u0938\u0947 \u092c\u0924\u093e\u090f\u0902 \u0915\u093f \u0906\u092a \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u0947 \u0915\u094d\u092f\u093e \u0939\u093e\u0938\u093f\u0932 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0906\u092a\u0915\u094b \u0906\u0935\u0936\u094d\u092f\u0915 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u093e\u0924\u094d\u092e\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0947\u0917\u093e, \u091c\u093f\u0938\u0938\u0947 \u0906\u092a\u0915\u0947 \u092c\u091c\u091f \u0906\u0935\u0902\u091f\u0928 \u0915\u093e \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0939\u094b\u0917\u093e\u0964<\/li>\n<li><strong>\u0935\u093f\u0915\u093e\u0938 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u092a\u0930 \u0936\u094b\u0927 \u0915\u0930\u0947\u0902<\/strong>: \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u092a\u0947\u0936\u0947\u0935\u0930\u094b\u0902, \u090f\u091c\u0947\u0902\u0938\u093f\u092f\u094b\u0902, \u092f\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0915\u0947 \u092c\u0940\u091a \u0932\u093e\u0917\u0924 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0915\u0930\u0947\u0902\u0964 \u0910\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u091c\u0948\u0938\u0947 <a href=\"https:\/\/brainpod.ai\" target=\"_blank\" rel=\"noopener\">\u092c\u094d\u0930\u0947\u0928 \u092a\u0949\u0921 \u090f\u0906\u0908<\/a> \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u092a\u0915\u0930\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0932\u093e\u0917\u0924 \u0915\u094b \u0915\u092e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0938\u094d\u0915\u0947\u0932\u0947\u092c\u093f\u0932\u093f\u091f\u0940 \u0915\u0940 \u092f\u094b\u091c\u0928\u093e \u092c\u0928\u093e\u090f\u0902<\/strong>: \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0906\u092a\u0915\u093e \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u092c\u0922\u093c\u0924\u093e \u0939\u0948, \u0906\u092a\u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u0938\u0941\u0927\u093e\u0930\u094b\u0902 \u0914\u0930 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u092c\u091c\u091f \u092c\u0928\u093e\u090f\u0902 \u0924\u093e\u0915\u093f \u0906\u092a\u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u092c\u0928\u093e \u0930\u0939\u0947\u0964<\/li>\n<li><strong>\u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0947\u0902 \u0914\u0930 \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0947\u0902<\/strong>: \u0924\u0948\u0928\u093e\u0924\u0940 \u0915\u0947 \u092c\u093e\u0926, \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092b\u0940\u0921\u092c\u0948\u0915 \u0915\u0940 \u0932\u0917\u093e\u0924\u093e\u0930 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0947\u0902\u0964 \u0907\u0938 \u0921\u0947\u091f\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0905\u092a\u0921\u0947\u091f \u0914\u0930 \u0938\u0941\u0927\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f \u0927\u0928 \u0906\u0935\u0902\u091f\u093f\u0924 \u0915\u0930\u0947\u0902\u0964<\/li>\n<\/ul>\n<p>\u0907\u0928 \u092c\u091c\u091f \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0915\u0947, \u0906\u092a \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0906\u092a\u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0928 \u0915\u0947\u0935\u0932 \u0932\u093e\u0917\u0924-\u0915\u0941\u0936\u0932 \u0939\u0948 \u092c\u0932\u094d\u0915\u093f \u0906\u092a\u0915\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u0915\u0947 \u0932\u0915\u094d\u0937\u094d\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092d\u0940 \u0938\u0902\u0930\u0947\u0916\u093f\u0924 \u0939\u0948\u0964 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u092a\u0930 \u0905\u0927\u093f\u0915 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e\u093e\u0930\u0947 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0915\u0930\u0947\u0902 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%b8%e0%a4%b0%e0%a5%8d%e0%a4%b5%e0%a4%b6%e0%a5%8d%e0%a4%b0%e0%a5%87%e0%a4%b7%e0%a5%8d%e0%a4%a0-%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%b8%e0%a4%ae%e0%a4%be%e0%a4%a7%e0%a4%be\/\" target=\"_blank\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u092e\u093e\u0927\u093e\u0928<\/a>.<\/p>\n<h2>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0947 \u0932\u093f\u090f \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u090f\u0901<\/h2>\n<p>\u090f\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0930\u0923\u0928\u0940\u0924\u093f\u0915 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948 \u091c\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e \u0915\u0947 \u092c\u0940\u091a \u0938\u0902\u0924\u0941\u0932\u0928 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092e\u0947\u0902 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0915\u0947, \u0906\u092a \u090f\u0915 \u0910\u0938\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0928 \u0915\u0947\u0935\u0932 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u093e \u0939\u0948 \u092c\u0932\u094d\u0915\u093f \u091c\u0941\u0921\u093c\u093e\u0935 \u0914\u0930 \u0938\u0902\u0924\u094b\u0937 \u0915\u094b \u092d\u0940 \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948\u0964 \u0928\u0940\u091a\u0947, \u0939\u092e \u0938\u092b\u0932 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0938\u093f\u0926\u094d\u0927 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092e\u0941\u0916 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f\u092f\u094b\u0902 \u0915\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h3>\u092a\u094d\u0930\u0947\u0930\u0923\u093e \u0915\u0947 \u0932\u093f\u090f \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u093e<\/h3>\n<p>\u090f\u0915 \u0905\u0926\u094d\u0935\u093f\u0924\u0940\u092f \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u092e\u094c\u091c\u0942\u0926\u093e <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%97%e0%a5%8d%e0%a4%b0%e0%a4%be%e0%a4%b9%e0%a4%95-%e0%a4%b8%e0%a4%ae%e0%a4%b0%e0%a5%8d%e0%a4%a5%e0%a4%a8-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%be%e0%a4%82%e0%a4%a4\/\">\u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/a>, \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u092f\u0939\u093e\u0901 \u0915\u0941\u091b \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u0909\u0926\u093e\u0939\u0930\u0923 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0938\u0941\u0917\u092e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935:<\/strong> \u091c\u0948\u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f <a href=\"https:\/\/www.ibm.com\/cloud\/ai-chatbots\" target=\"_blank\" rel=\"noopener\">IBM<\/a> \u0914\u0930 <a href=\"https:\/\/www.zendesk.com\/chat\/\" target=\"_blank\" rel=\"noopener\">\u091c\u0947\u0902\u0921\u0947\u0938\u094d\u0915<\/a> \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u0939\u091c\u0924\u093e \u0938\u0947 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e-\u0905\u0928\u0941\u0915\u0942\u0932 \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u0915\u094b \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0928\u093f\u091c\u0940\u0915\u0930\u0923:<\/strong> \u0938\u092b\u0932 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947, \u091c\u093f\u0938\u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u093e \u091c\u0941\u0921\u093c\u093e\u0935 \u092c\u0922\u093c\u0924\u093e \u0939\u0948\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, <a href=\"https:\/\/www.microsoft.com\/en-us\/ai\/chatbots\" target=\"_blank\" rel=\"noopener\">Microsoft \u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f<\/a> \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0907\u0924\u093f\u0939\u093e\u0938 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u092c\u0939\u0941\u092d\u093e\u0937\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901:<\/strong> \u091a\u0948\u091f\u092c\u0949\u091f \u091c\u094b \u0915\u0908 \u092d\u093e\u0937\u093e\u0913\u0902 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u0948\u0938\u0947 \u0915\u093f <a href=\"https:\/\/www.dialogflow.com\/\" target=\"_blank\" rel=\"noopener\">Dialogflow<\/a>, \u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u0926\u0930\u094d\u0936\u0915\u094b\u0902 \u0915\u0940 \u0938\u0947\u0935\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0905\u0927\u093f\u0915 \u0938\u0941\u0932\u092d \u092c\u0928\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<p>\u0907\u0928 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0915\u093e \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u0930\u0915\u0947, \u0906\u092a \u0905\u092a\u0928\u0947 \u0938\u094d\u0935\u092f\u0902 \u0915\u0947 <strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/strong>, \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0947\u0930\u0923\u093e \u0932\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u0915\u093f \u092f\u0939 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0940 \u0935\u093f\u0935\u093f\u0927 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u092c\u0915\u093f \u090f\u0915 \u0938\u0941\u0938\u0902\u0917\u0924 \u092c\u094d\u0930\u093e\u0902\u0921 \u0906\u0935\u093e\u091c \u092c\u0928\u093e\u090f \u0930\u0916\u0924\u093e \u0939\u0948\u0964<\/p>\n<h3>\u0938\u092b\u0932\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u093e<\/h3>\n<p>\u0938\u094d\u0925\u093e\u092a\u093f\u0924 <strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092a\u0948\u091f\u0930\u094d\u0928<\/strong> \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e \u0906\u092a\u0915\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u0915\u093e\u092b\u0940 \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939\u093e\u0901 \u0915\u0941\u091b \u0906\u0935\u0936\u094d\u092f\u0915 \u092a\u0948\u091f\u0930\u094d\u0928 \u0939\u0948\u0902 \u091c\u093f\u0928 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u093f\u090f:<\/p>\n<ul>\n<li><strong>\u0924\u094d\u0935\u0930\u093f\u0924 \u0909\u0924\u094d\u0924\u0930:<\/strong> \u0924\u094d\u0935\u0930\u093f\u0924 \u0909\u0924\u094d\u0924\u0930 \u092c\u091f\u0928 \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u090f\u0915 \u0939\u0940 \u091f\u0948\u092a \u0915\u0947 \u0938\u093e\u0925 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u092e\u094b\u092c\u093e\u0907\u0932 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u092e\u0947\u0902 \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u0902\u0926\u0930\u094d\u092d \u091c\u093e\u0917\u0930\u0942\u0915\u0924\u093e:<\/strong> \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0947\u0902 \u0915\u093f \u0906\u092a\u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u092a\u093f\u091b\u0932\u0947 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u092f\u093e\u0926 \u0930\u0916 \u0938\u0915\u0947 \u0924\u093e\u0915\u093f \u0938\u0902\u0926\u0930\u094d\u092d\u093e\u0928\u0941\u0938\u093e\u0930 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0940 \u091c\u093e \u0938\u0915\u0947\u0902, \u091c\u093f\u0938\u0938\u0947 \u0938\u092e\u0917\u094d\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u092c\u0922\u093c\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u092f\u0926\u093f \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u0928\u0915\u0940Queries \u0915\u094b \u0939\u0932 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948 \u0924\u094b \u0939\u092e\u0947\u0936\u093e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u090f\u0915 \u092e\u093e\u0928\u0935 \u090f\u091c\u0947\u0902\u091f \u0938\u0947 \u091c\u0941\u0921\u093c\u0928\u0947 \u0915\u093e \u0935\u093f\u0915\u0932\u094d\u092a \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0947\u0902\u0964 \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0915\u0947\u0932\u093e \u092e\u0939\u0938\u0942\u0938 \u0928 \u0915\u0930\u0947\u0902\u0964<\/strong> \u091c\u092c \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u0915\u094b \u0938\u092e\u091d \u0928\u0939\u0940\u0902 \u092a\u093e\u0924\u093e \u0939\u0948 \u0924\u094b \u0939\u092e\u0947\u0936\u093e \u092c\u0948\u0915\u0905\u092a \u0935\u093f\u0915\u0932\u094d\u092a \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0947\u0902\u0964 \u092f\u0939 \u090f\u0915 \u092e\u093e\u0928\u0935 \u090f\u091c\u0947\u0902\u091f \u0938\u0947 \u091c\u0941\u0921\u093c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0938\u0902\u0915\u0947\u0924 \u092f\u093e \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0940 \u0938\u0942\u091a\u0940 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n<p>\u0907\u0928 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u094b \u0905\u092a\u0928\u0947 <strong>\u091a\u0948\u091f\u092c\u0949\u091f UI<\/strong>, \u092e\u0947\u0902 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0915\u0947, \u0906\u092a \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0905\u0927\u093f\u0915 \u0938\u0939\u091c \u0914\u0930 \u0906\u0915\u0930\u094d\u0937\u0915 \u0905\u0928\u0941\u092d\u0935 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u090f\u0915 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%95%e0%a5%88%e0%a4%b8%e0%a5%87-10-%e0%a4%ae%e0%a4%bf%e0%a4%a8%e0%a4%9f-%e0%a4%b8%e0%a5%87-%e0%a4%95%e0%a4%ae-%e0%a4%b8%e0%a4%ae%e0%a4%af-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%ae%e0%a5%87%e0%a4%b8\/\">\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f<\/a> \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0935\u093f\u0915\u093e\u0938 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0914\u0930 \u0905\u0927\u093f\u0915 \u0938\u0930\u0932 \u092c\u0928\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u0915\u093f \u0938\u094d\u0925\u093f\u0930\u0924\u093e \u0914\u0930 \u0926\u0915\u094d\u0937\u0924\u093e \u092c\u0928\u0940 \u0930\u0939\u0947\u0964<\/p>\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/hi\/mastering-chatbot-design-essential-steps-ui-insights-and-salary-expectations-for-aspiring-developers\/\" data-essbisPostTitle=\"Mastering Chatbot Design: Essential Steps, UI Insights, and Salary Expectations for Aspiring Developers\" data-essbisHoverContainer=\"\"><p>In today&#8217;s digital landscape, mastering chatbot design is essential for developers looking to create engaging and effective user experiences. This article will guide you through the fundamental steps of designing a chatbot, exploring key elements that contribute to an effective chatbot user interface (UI) and the various types of chatbots available. 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