{"id":254944,"date":"2025-05-18T00:20:35","date_gmt":"2025-05-18T07:20:35","guid":{"rendered":"https:\/\/messengerbot.app\/mastering-the-best-chatbot-design-essential-strategies-algorithms-and-platforms-for-creating-engaging-user-experiences\/"},"modified":"2025-05-18T00:20:35","modified_gmt":"2025-05-18T07:20:35","slug":"%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%a1%e0%a4%bf%e0%a4%9c%e0%a4%bc%e0%a4%be","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/hi\/mastering-the-best-chatbot-design-essential-strategies-algorithms-and-platforms-for-creating-engaging-user-experiences\/","title":{"rendered":"\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092e\u0947\u0902 \u092e\u0939\u093e\u0930\u0924 \u0939\u093e\u0938\u093f\u0932 \u0915\u0930\u0928\u093e: \u0906\u0915\u0930\u094d\u0937\u0915 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u093e\u0901, \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0914\u0930 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/hi\/mastering-the-best-chatbot-design-essential-strategies-algorithms-and-platforms-for-creating-engaging-user-experiences\/\" data-essbisposttitle=\"Mastering the Best Chatbot Design: Essential Strategies, Algorithms, and Platforms for Creating Engaging User Experiences\" data-essbishovercontainer=\"\"><div class=\"key-takeaways-box\">\n<h2>Puntos Clave<\/h2>\n<ul>\n<li>\u092e\u093e\u0938\u094d\u091f\u0930\u093f\u0902\u0917 <strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/strong> \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0939\u092d\u093e\u0917\u093f\u0924\u093e \u0914\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964<\/li>\n<li>Implement <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> \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u0938\u092e\u091d \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f\u0964<\/li>\n<li>\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e-\u092e\u093f\u0924\u094d\u0930\u0935\u0924 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902 <strong>\u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093f\u0932\u094d\u0921\u0930\u094d\u0938<\/strong> \u091c\u0948\u0938\u0947 \u0915\u093f Dialogflow \u0914\u0930 Chatfuel \u0915\u0941\u0936\u0932 \u0935\u093f\u0915\u093e\u0938 \u0915\u0947 \u0932\u093f\u090f\u0964<\/li>\n<li>\u0938\u0939\u091c \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0947\u0902 <strong>\u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u092a\u094d\u0930\u0935\u093e\u0939<\/strong> \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0938\u0939\u091c \u0939\u094b\u0964<\/li>\n<li>\u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u0928\u093f\u092f\u092e\u093f\u0924 \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0914\u0930 \u092a\u0941\u0928\u0930\u093e\u0935\u0943\u0924\u094d\u0924\u093f \u0915\u0930\u0947\u0902 \u0924\u093e\u0915\u093f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947 \u0914\u0930 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/li>\n<li>\u092a\u094d\u0930\u092e\u0941\u0916 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092e\u0948\u091f\u094d\u0930\u093f\u0915\u094d\u0938 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0947\u0902 \u0924\u093e\u0915\u093f \u0938\u0941\u0927\u093e\u0930 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947 <strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e<\/strong> \u0915\u094b \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0938\u0941\u0927\u093e\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li>\u0935\u093f\u092d\u093f\u0928\u094d\u0928 <strong>\u091a\u0948\u091f\u092c\u0949\u091f UI \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938<\/strong> \u0926\u0943\u0936\u094d\u092f\u092e\u093e\u0928 \u0930\u0942\u092a \u0938\u0947 \u0906\u0915\u0930\u094d\u0937\u0915 \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u093e\u0924\u094d\u092e\u0915 \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f\u0964<\/li>\n<\/ul>\n<\/div>\n<p>\u0906\u091c \u0915\u0947 \u0921\u093f\u091c\u093f\u091f\u0932 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u092e\u0947\u0902, <strong>\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/strong> \u0906\u0915\u0930\u094d\u0937\u0915 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948 \u091c\u094b \u0926\u0930\u094d\u0936\u0915\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0917\u0942\u0902\u091c\u0924\u093e \u0939\u0948\u0964 \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u092c\u0922\u093c\u0924\u0947 \u0939\u0948\u0902 <a href=\"\/hi\/chatbot-design-principles\/\">\u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u0947\u0938<\/a> \u0917\u094d\u0930\u093e\u0939\u0915 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0915\u0947 \u092a\u094d\u0930\u092e\u0941\u0916 \u0924\u0924\u094d\u0935\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u093e <strong>\u091a\u0948\u091f\u092c\u0949\u091f UI<\/strong> \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0932\u0947\u0916 \u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u094c\u0932\u093f\u0915 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0917\u0939\u0930\u093e\u0908 \u0938\u0947 \u091c\u093e\u0924\u093e \u0939\u0948, \u0938\u092c\u0938\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0914\u0930 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0924\u093e \u0939\u0948 \u091c\u094b \u0906\u092a\u0915\u0947 \u092c\u0949\u091f \u0915\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u094b \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0939\u092e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u092d\u0940 \u091a\u0930\u094d\u091a\u093e \u0915\u0930\u0947\u0902\u0917\u0947 <a href=\"\/hi\/chatbot-builders\/\">\u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093f\u0932\u094d\u0921\u0930\u094d\u0938<\/a> \u0914\u0930 \u0906\u092a\u0915\u0947 \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0947\u0902\u0917\u0947, \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u0915\u093f \u0906\u092a\u0915\u0947 \u092a\u093e\u0938 \u0906\u0915\u0930\u094d\u0937\u0915 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0909\u092a\u0915\u0930\u0923 \u0939\u0948\u0902 <strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/strong>. \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u0939\u092e \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u093f\u0924 \u0915\u0930\u0947\u0902\u0917\u0947 <a href=\"\/hi\/chatbot-ui-examples\/\">\u091a\u0948\u091f\u092c\u0949\u091f UI \u0915\u0947 \u0909\u0926\u093e\u0939\u0930\u0923<\/a> \u091c\u094b \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u0915\u093e \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0906\u092a \u0905\u092a\u0928\u0940 \u0930\u091a\u0928\u093e\u0913\u0902 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u0913\u0902 \u0915\u094b \u0926\u0943\u0936\u094d\u092f \u0930\u0942\u092a \u092e\u0947\u0902 \u0926\u0947\u0916 \u0938\u0915\u0947\u0902\u0964 \u0939\u092e\u093e\u0930\u0947 \u0938\u093e\u0925 \u091c\u0941\u0921\u093c\u0947\u0902 \u091c\u0948\u0938\u0947 \u0939\u092e <strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/strong>, \u0906\u092a\u0915\u094b \u091c\u094d\u091e\u093e\u0928 \u0938\u0947 \u0938\u0941\u0938\u091c\u094d\u091c\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u0906\u092a \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0947\u0902 <strong>\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u091a\u0948\u091f\u092c\u0949\u091f \u0905\u0928\u0941\u092d\u0935\u094b\u0902<\/strong> \u0938\u0902\u092d\u0935\u0964<\/p>\n<h2>\u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u093e \u0938\u092c\u0938\u0947 \u0905\u091a\u094d\u091b\u093e \u0924\u0930\u0940\u0915\u093e \u0915\u094d\u092f\u093e \u0939\u0948?<\/h2>\n<p>\u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u093e \u0915\u0908 \u092a\u094d\u0930\u092e\u0941\u0916 \u091a\u0930\u0923\u094b\u0902 \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (NLP) \u0914\u0930 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u091c\u0948\u0938\u0940 \u0909\u0928\u094d\u0928\u0924 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939\u093e\u0901 \u090f\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u0938\u093f\u0924 \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<ol>\n<li><strong>\u0932\u0915\u094d\u0937\u094d\u092f \u0914\u0930 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0928\u093f\u0930\u094d\u0927\u093e\u0930\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 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0939\u093e\u092f\u0924\u093e \u0938\u0947 \u0932\u0947\u0915\u0930 \u0932\u0940\u0921 \u091c\u0928\u0930\u0947\u0936\u0928 \u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u0924\u0915 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0932\u0915\u094d\u0937\u094d\u092f\u094b\u0902 \u0915\u0940 \u0938\u094d\u0925\u093e\u092a\u0928\u093e \u0906\u092a\u0915\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0924 \u0915\u0930\u0947\u0917\u0940\u0964<\/li>\n<li><strong>\u0938\u0939\u0940 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0914\u0930 \u0924\u0915\u0928\u0940\u0915 \u091a\u0941\u0928\u0947\u0902<\/strong>: \u0905\u092a\u0928\u0947 \u0932\u0915\u094d\u0937\u093f\u0924 \u0926\u0930\u094d\u0936\u0915\u094b\u0902 \u0914\u0930 \u0924\u0915\u0928\u0940\u0915\u0940 \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\u0947 \u0932\u093f\u090f \u090f\u0915 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u091a\u0941\u0928\u0947\u0902\u0964 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u092e\u0947\u0902 Facebook Messenger, WhatsApp \u0914\u0930 \u0938\u094d\u091f\u0948\u0902\u0921\u0905\u0932\u094b\u0928 \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u092e\u091c\u092c\u0942\u0924 \u0935\u093f\u0915\u093e\u0938 \u0915\u0947 \u0932\u093f\u090f Microsoft Bot Framework \u092f\u093e Google Dialogflow \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\u0964<\/li>\n<li><strong>\u0938\u0902\u0935\u093e\u0926\u0940 \u092a\u094d\u0930\u0935\u093e\u0939 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0947\u0902<\/strong>: \u090f\u0915 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u092a\u094d\u0930\u0935\u093e\u0939 \u092c\u0928\u093e\u090f\u0902 \u091c\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0938\u094d\u092a\u0937\u094d\u091f \u0909\u0924\u094d\u0924\u0930 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u0926\u0943\u0936\u094d\u092f \u0930\u0942\u092a \u092e\u0947\u0902 \u0926\u0947\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092b\u094d\u0932\u094b\u091a\u093e\u0930\u094d\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902 \u0914\u0930 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0947\u0902 \u0915\u093f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0938\u0939\u091c \u0939\u094b\u0964 \u091c\u091f\u093f\u0932 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u0930\u094d\u0923\u092f \u0935\u0943\u0915\u094d\u0937\u094b\u0902 \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\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 (NLP) \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902<\/strong>: \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0914\u0930 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f NLP \u0932\u093e\u0917\u0942 \u0915\u0930\u0947\u0902\u0964 \u092f\u0939 \u0924\u0915\u0928\u0940\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0938\u0902\u0926\u0930\u094d\u092d, \u092d\u093e\u0935\u0928\u093e \u0914\u0930 \u0907\u0930\u093e\u0926\u0947 \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0905\u0927\u093f\u0915 \u0938\u094d\u0935\u093e\u092d\u093e\u0935\u093f\u0915 \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u094b \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0947\u0902<\/strong>: \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0935\u093f\u0927 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902, \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f \u0915\u093f \u092f\u0939 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u0914\u0930 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0947\u0964 \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\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e \u0915\u094b \u0928\u093f\u092f\u092e\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0905\u092a\u0921\u0947\u091f \u0915\u0930\u0947\u0902\u0964 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0938\u0947 \u0938\u0940\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0947\u0902\u0964<\/li>\n<li><strong>\u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0930\u0947\u0902, \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0947\u0902, \u0914\u0930 \u092a\u0941\u0928\u0930\u093e\u0935\u0943\u0924\u094d\u0924\u093f \u0915\u0930\u0947\u0902<\/strong>: \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092e\u0947\u0902 \u0915\u093f\u0938\u0940 \u092d\u0940 \u0938\u092e\u0938\u094d\u092f\u093e \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \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\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 \u0924\u093e\u0915\u093f \u0926\u0930\u094d\u0926 \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0914\u0930 \u0938\u0941\u0927\u093e\u0930 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u093e \u091c\u093e \u0938\u0915\u0947\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0902\u0924\u094b\u0937 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0907\u0938 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e \u092a\u0930 \u0932\u0917\u093e\u0924\u093e\u0930 \u092a\u0941\u0928\u0930\u093e\u0935\u0943\u0924\u094d\u0924\u093f \u0915\u0930\u0947\u0902\u0964<\/li>\n<li><strong>Monitor Performance Metrics<\/strong>: \u0924\u0948\u0928\u093e\u0924\u0940 \u0915\u0947 \u092c\u093e\u0926, \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0939\u092d\u093e\u0917\u093f\u0924\u093e, \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u091f\u0940\u0915\u0924\u093e \u0914\u0930 \u0938\u092e\u093e\u0927\u093e\u0928 \u0926\u0930 \u091c\u0948\u0938\u0947 \u092a\u094d\u0930\u092e\u0941\u0916 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0938\u0902\u0915\u0947\u0924\u0915\u094b\u0902 (KPIs) \u0915\u094b \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0947\u0902\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0924\u0926\u0928\u0941\u0938\u093e\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938 \u091f\u0942\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902\u0964<\/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 \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 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u092c\u0926\u0932\u0924\u0940 \u092a\u094d\u0930\u0935\u0943\u0924\u094d\u0924\u093f\u092f\u094b\u0902 \u0914\u0930 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u092d\u0940 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u092a\u0930 \u0906\u0917\u0947 \u092a\u0922\u093c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u092a\u0924\u094d\u0930\u093f\u0915\u093e \u0914\u0930 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u092a\u0924\u094d\u0930\u093f\u0915\u093e \u091c\u0948\u0938\u0947 \u0909\u0926\u094d\u092f\u094b\u0917 \u092c\u094d\u0932\u0949\u0917 \u0938\u0947 \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0947\u0902\u0964<\/p>\n<h3>\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0938\u093f\u0926\u094d\u0927\u093e\u0902\u0924<\/h3>\n<p>\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0924\u0947 \u0938\u092e\u092f, \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0928\u093e \u090f\u0915 \u0906\u0915\u0930\u094d\u0937\u0915 \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964 \u092f\u0939\u093e\u0901 \u0915\u0941\u091b \u092e\u094c\u0932\u093f\u0915 \u0938\u093f\u0926\u094d\u0927\u093e\u0902\u0924 \u0939\u0948\u0902 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0927\u094d\u092f\u093e\u0928 \u092e\u0947\u0902 \u0930\u0916\u0928\u093e \u091a\u093e\u0939\u093f\u090f:<\/p>\n<ul>\n<li><strong>\u0938\u0930\u0932\u0924\u093e<\/strong>: \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u0938\u0940\u0927\u093e \u0930\u0916\u0947\u0902\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0938\u093e\u0925 \u091c\u0941\u0921\u093c\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u0915\u094b \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u092d\u094d\u0930\u092e \u0915\u0947 \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u0938\u092e\u091d\u0928\u093e \u091a\u093e\u0939\u093f\u090f\u0964<\/li>\n<li><strong>\u0938\u0902\u0917\u0924\u093f<\/strong>: \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u090f\u0915 \u0938\u0941\u0938\u0902\u0917\u0924 \u0938\u094d\u0935\u0930 \u0914\u0930 \u0936\u0948\u0932\u0940 \u092c\u0928\u093e\u090f \u0930\u0916\u0947\u0902\u0964 \u092f\u0939 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0935\u093f\u0936\u094d\u0935\u093e\u0938 \u0914\u0930 \u092a\u0930\u093f\u091a\u093f\u0924\u0924\u093e \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/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 \u0914\u0930 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e\u0913\u0902 \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\u0947\u0902\u0964 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924\u0915\u0930\u0923 \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\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u092b\u0940\u0921\u092c\u0948\u0915 \u0924\u0902\u0924\u094d\u0930<\/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 \u0924\u0930\u0940\u0915\u0947 \u0932\u093e\u0917\u0942 \u0915\u0930\u0947\u0902\u0964 \u092f\u0939 \u092d\u0935\u093f\u0937\u094d\u092f \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0914\u0930 \u0938\u092e\u093e\u092f\u094b\u091c\u0928 \u0915\u094b \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u0930\u0932 \u0909\u092a\u092f\u094b\u0917<\/strong>: \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0947\u0902 \u0915\u093f \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u092d\u0940 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0932\u092d \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0935\u093f\u0915\u0932\u093e\u0902\u0917\u0924\u093e \u0935\u093e\u0932\u0947 \u0932\u094b\u0917 \u092d\u0940 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u0907\u0938\u092e\u0947\u0902 \u0938\u094d\u092a\u0937\u094d\u091f \u092d\u093e\u0937\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e \u0914\u0930 \u0935\u0948\u0915\u0932\u094d\u092a\u093f\u0915 \u0938\u0902\u091a\u093e\u0930 \u0935\u093f\u0927\u093f\u092f\u093e\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n<p>\u0905\u0927\u093f\u0915 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0915\u0947 \u0932\u093f\u090f <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%8f%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%ad%e0%a4%be%e0%a4%b5%e0%a5%80-%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%89%e0%a4%aa%e0%a4%af%e0%a5%8b%e0%a4%97%e0%a4%95\/\">\u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902<\/a>, \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0915\u0930\u0947\u0902\u0964<\/p>\n<h3>\u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0915\u0947 \u092a\u094d\u0930\u092e\u0941\u0916 \u0924\u0924\u094d\u0935<\/h3>\n<p>\u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 (UI) \u092f\u0939 \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0938\u0915\u0947 \u0938\u093e\u0925 \u0915\u0948\u0938\u0947 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939\u093e\u0901 \u091a\u0948\u091f\u092c\u0949\u091f UI \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0924\u0947 \u0938\u092e\u092f \u0927\u094d\u092f\u093e\u0928 \u092e\u0947\u0902 \u0930\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092e\u0941\u0916 \u0924\u0924\u094d\u0935 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0926\u0943\u0936\u094d\u092f \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/strong>: \u090f\u0915 \u0938\u093e\u092b \u0914\u0930 \u0906\u0915\u0930\u094d\u0937\u0915 \u0926\u0943\u0936\u094d\u092f \u0932\u0947\u0906\u0909\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902 \u091c\u094b \u0906\u092a\u0915\u0947 \u092c\u094d\u0930\u093e\u0902\u0921 \u0915\u0947 \u0938\u093e\u0925 \u092e\u0947\u0932 \u0916\u093e\u0924\u093e \u0939\u094b\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 \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0914\u0930 \u091c\u0941\u0921\u093c\u093e\u0935 \u0915\u094b \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0907\u0902\u091f\u0930\u090f\u0915\u094d\u091f\u093f\u0935 \u0924\u0924\u094d\u0935<\/strong>: \u0906\u0938\u093e\u0928 \u0928\u0947\u0935\u093f\u0917\u0947\u0936\u0928 \u0914\u0930 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092c\u091f\u0928, \u0924\u094d\u0935\u0930\u093f\u0924 \u0909\u0924\u094d\u0924\u0930 \u0914\u0930 \u0915\u0948\u0930\u094b\u0938\u0947\u0932 \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0947\u0902\u0964 \u092f\u0947 \u0924\u0924\u094d\u0935 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0909\u0928\u0915\u0940 \u0915\u094d\u0935\u0947\u0930\u0940 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u092e\u092f<\/strong>: \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0947\u0902 \u0915\u093f \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u092a\u0930 \u0924\u0941\u0930\u0902\u0924 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u0926\u0947\u0930\u0940 \u0938\u0947 \u0928\u093f\u0930\u093e\u0936\u093e \u0914\u0930 \u0905\u0938\u0902\u092c\u0926\u094d\u0927\u0924\u093e \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u0902\u0926\u0930\u094d\u092d \u091c\u093e\u0917\u0930\u0942\u0915\u0924\u093e<\/strong>: \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u092a\u093f\u091b\u0932\u0947 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d \u0915\u094b \u092f\u093e\u0926 \u0930\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0947\u0902, \u091c\u093f\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0914\u0930 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092e\u093f\u0932 \u0938\u0915\u0947\u0902\u0964<\/li>\n<li><strong>\u092c\u0939\u0941\u092d\u093e\u0937\u0940 \u0938\u092e\u0930\u094d\u0925\u0928<\/strong>: \u092f\u0926\u093f \u0906\u092a\u0915\u093e \u0926\u0930\u094d\u0936\u0915 \u0935\u093f\u0935\u093f\u0927 \u0939\u0948, \u0924\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0940 \u092a\u0938\u0902\u0926\u0940\u0926\u093e \u092d\u093e\u0937\u093e \u092e\u0947\u0902 \u0938\u0947\u0935\u093e \u0926\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092c\u0939\u0941\u092d\u093e\u0937\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901 \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0947\u0902\u0964<\/li>\n<\/ul>\n<p>\u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%af%e0%a5%82%e0%a4%86%e0%a4%88-%e0%a4%95%e0%a5%87-%e0%a4%ae%e0%a4%be%e0%a4%b8%e0%a5%8d%e0%a4%9f%e0%a4%b0%e0%a4%bf%e0%a4%82%e0%a4%97\/\">\u091a\u0948\u091f\u092c\u0949\u091f \u092f\u0942\u0906\u0908 \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/a>, \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938 \u0914\u0930 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u0915\u0940 \u091c\u093e\u0901\u091a \u0915\u0930\u0947\u0902\u0964<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/05\/best-chatbot-design-571191.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>\u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0932\u093f\u090f \u0915\u094c\u0928 \u0938\u093e \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0938\u092c\u0938\u0947 \u0905\u091a\u094d\u091b\u093e \u0939\u0948?<\/h2>\n<p>\u091c\u092c \u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0932\u093f\u090f <strong>\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u092c\u093e\u0924 \u0906\u0924\u0940 \u0939\u0948<\/strong>, \u0915\u0908 \u0909\u0928\u094d\u0928\u0924 \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u0905\u092a\u0928\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u0947 \u0915\u093e\u0930\u0923 \u0909\u092d\u0930\u0924\u0940 \u0939\u0948\u0902, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (NLP) \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u092e\u0947\u0902\u0964 \u092f\u0939\u093e\u0901 \u0938\u092c\u0938\u0947 \u092a\u094d\u0930\u092e\u0941\u0916 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0939\u0948\u0902:<\/p>\n<ol>\n<li><strong>Transformers<\/strong>: GPT-3 (\u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u092a\u094d\u0930\u0940-\u091f\u094d\u0930\u0947\u0902\u0921 \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u093e\u0930\u094d\u092e\u0930 3) \u091c\u0948\u0938\u0947 \u092e\u0949\u0921\u0932 \u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f \u0932\u093e \u0926\u0940 \u0939\u0948\u0964 \u0935\u0947 \u0938\u0902\u0926\u0930\u094d\u092d \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0914\u0930 \u092e\u093e\u0928\u0935 \u091c\u0948\u0938\u0947 \u0909\u0924\u094d\u0924\u0930 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0909\u0924\u094d\u0915\u0943\u0937\u094d\u091f \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u090f\u091c\u0947\u0902\u091f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u092c\u0928 \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u090f\u0915 \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u091c\u094b <a href=\"https:\/\/www.jair.org\/index.php\/jair\/article\/view\/11127\" target=\"_blank\" rel=\"noopener\">Revista de Investigaci\u00f3n en Inteligencia Artificial<\/a>, \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u093e\u0930\u094d\u092e\u0930 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 NLP \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u092c\u0947\u0939\u0924\u0930 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0909\u0928\u0915\u0947 \u0927\u094d\u092f\u093e\u0928 \u0924\u0902\u0924\u094d\u0930 \u0915\u0947 \u0915\u093e\u0930\u0923 (\u0935\u093e\u0938\u0935\u093e\u0928\u0940 \u090f\u091f \u0905\u0932., 2017)\u0964<\/li>\n<li><strong>\u092a\u0941\u0928\u0930\u093e\u0935\u0930\u094d\u0924\u0940 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (RNNs)<\/strong>: \u091c\u092c\u0915\u093f RNNs, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0932\u0949\u0928\u094d\u0917 \u0936\u0949\u0930\u094d\u091f-\u091f\u0930\u094d\u092e \u092e\u0947\u092e\u094b\u0930\u0940 (LSTM) \u0928\u0947\u091f\u0935\u0930\u094d\u0915, \u091a\u0948\u091f\u092c\u0949\u091f \u092e\u0947\u0902 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902, \u0935\u0947 \u0927\u0940\u0930\u0947-\u0927\u0940\u0930\u0947 \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u093e\u0930\u094d\u092e\u0930 \u0926\u094d\u0935\u093e\u0930\u093e \u091b\u093e\u090f \u091c\u093e \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 RNNs \u0905\u0928\u0941\u0915\u094d\u0930\u092e\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902 \u0932\u0947\u0915\u093f\u0928 \u0926\u0940\u0930\u094d\u0918\u0915\u093e\u0932\u093f\u0915 \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0935\u0947 \u0938\u0930\u0932 \u091a\u0948\u091f\u092c\u0949\u091f \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0935\u094d\u092f\u0935\u0939\u093e\u0930\u094d\u092f \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928\u0947 \u0930\u0939\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0930\u0940\u0907\u0928\u092b\u094b\u0930\u094d\u0938\u092e\u0947\u0902\u091f \u0932\u0930\u094d\u0928\u093f\u0902\u0917<\/strong>: \u092f\u0939 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0938\u0947 \u0938\u0940\u0916\u0928\u0947 \u0914\u0930 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0938\u0941\u0927\u093e\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0938\u0947 \u092e\u093f\u0932\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u091a\u0948\u091f\u092c\u0949\u091f \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 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0902\u0924\u094b\u0937 \u092c\u0922\u093c\u0924\u093e \u0939\u0948\u0964 <a href=\"https:\/\/www.aaai.org\/ojs\/index.php\/AAAI\/article\/view\/11228\" target=\"_blank\" rel=\"noopener\">\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u0947 \u0935\u093f\u0915\u093e\u0938 \u0915\u0947 \u0932\u093f\u090f \u0938\u0902\u0918<\/a> \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0936\u0940\u0932 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u090f\u091c\u0947\u0902\u091f \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u0941\u0926\u0943\u0922\u0940\u0915\u0930\u0923 \u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u0909\u091c\u093e\u0917\u0930 \u0915\u0930\u0924\u093e \u0939\u0948 (\u0932\u0940 \u090f\u091f \u0905\u0932., 2016)\u0964<\/li>\n<li><strong>\u0939\u093e\u0907\u092c\u094d\u0930\u093f\u0921 \u092e\u0949\u0921\u0932<\/strong>: \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u094b \u092e\u093f\u0932\u093e\u0915\u0930 \u092c\u0947\u0939\u0924\u0930 \u092a\u0930\u093f\u0923\u093e\u092e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u093f\u090f \u091c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0938\u0902\u0926\u0930\u094d\u092d \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u093e\u0930\u094d\u092e\u0930 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e \u0914\u0930 \u0938\u0902\u0935\u093e\u0926 \u092a\u094d\u0930\u0935\u093e\u0939 \u0915\u094b \u092a\u094d\u0930\u092c\u0902\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0906\u0930\u090f\u0928\u090f\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e \u090f\u0915 \u0905\u0927\u093f\u0915 \u092e\u091c\u092c\u0942\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0905\u0928\u0941\u092d\u0935 \u092c\u0928\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ol>\n<p>\u0907\u0928 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0928\u0947 \u0938\u0947 \u0910\u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u093f\u090f \u091c\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\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u0924\u0947 \u0939\u0948\u0902 \u092c\u0932\u094d\u0915\u093f \u0938\u093e\u0930\u094d\u0925\u0915 \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d \u092e\u0947\u0902 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092d\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u090f\u0906\u0908 \u0915\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948, \u091a\u0948\u091f\u092c\u0949\u091f \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u0935\u0940\u0928\u0924\u092e \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0914\u0930 \u092a\u0926\u094d\u0927\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0905\u0926\u094d\u092f\u0924\u093f\u0924 \u0930\u0939\u0928\u093e \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964<\/p>\n<h3>\u091a\u0948\u091f\u092c\u0949\u091f \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u0905\u0935\u0932\u094b\u0915\u0928<\/h3>\n<p>\u091a\u0948\u091f\u092c\u0949\u091f \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u0947 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u0915\u094b \u0938\u092e\u091d\u0928\u093e <strong>\u0909\u0928 \u0938\u092d\u0940 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948 \u091c\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u091a\u092f\u0928 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u091c\u0941\u0921\u093c\u0928\u0947 \u0914\u0930 \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u092a\u0930 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u092d\u093e\u0935 \u0921\u093e\u0932 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u091c\u092c\u0915\u093f<\/strong> is essential for anyone looking to create effective chatbots. The choice of algorithm can significantly impact the chatbot\u2019s ability to engage users and provide valuable interactions. For instance, while <a href=\"https:\/\/www.ibm.com\/cloud\/ai-chatbots\" target=\"_blank\" rel=\"noopener\">IBM \u0935\u0949\u091f\u0938\u0928 \u090f\u0906\u0908 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938<\/a> \u0909\u0928\u094d\u0928\u0924 \u090f\u0928\u090f\u0932\u092a\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0924\u0947 \u0939\u0948\u0902, \u0910\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e \u0939\u0948\u0902 \u091c\u0948\u0938\u0947 <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> \u091c\u094b \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 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e-\u0905\u0928\u0941\u0915\u0942\u0932 \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, <a href=\"https:\/\/www.microsoft.com\/en-us\/ai\/azure-cognitive-services\" target=\"_blank\" rel=\"noopener\">\u092e\u093e\u0907\u0915\u094d\u0930\u094b\u0938\u0949\u092b\u094d\u091f \u090f\u091c\u093c\u094d\u092f\u094b\u0930 \u0915\u0949\u0917\u094d\u0928\u093f\u091f\u093f\u0935 \u0938\u0930\u094d\u0935\u093f\u0938\u0947\u091c<\/a> \u091c\u091f\u093f\u0932 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0935\u093e\u0932\u0947 \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u093e\u0928 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u091c\u092c\u0942\u0924 \u0909\u092a\u0915\u0930\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n<p>\u0935\u093f\u092d\u093f\u0928\u094d\u0928 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%af%e0%a5%82%e0%a4%86%e0%a4%88-%e0%a4%95%e0%a5%87-%e0%a4%ae%e0%a4%be%e0%a4%b8%e0%a5%8d%e0%a4%9f%e0%a4%b0%e0%a4%bf%e0%a4%82%e0%a4%97\/\" target=\"_blank\">\u091a\u0948\u091f\u092c\u0949\u091f UI \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938<\/a> \u0915\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0915\u0930\u0915\u0947 \u0914\u0930 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u0940 \u0924\u093e\u0915\u0924 \u0915\u094b \u0938\u092e\u091d\u0915\u0930, \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0910\u0938\u0947 \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\u0947 \u0939\u0948\u0902 \u092c\u0932\u094d\u0915\u093f \u0938\u092e\u0917\u094d\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0915\u094b \u092d\u0940 \u092c\u0922\u093c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h3>\u091a\u0948\u091f\u092c\u0949\u091f \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0915\u0930\u0928\u093e<\/h3>\n<p>\u091a\u0948\u091f\u092c\u0949\u091f \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0915\u0930\u0924\u0947 \u0938\u092e\u092f <strong>, \u092f\u0939 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948 \u0915\u093f \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u091f\u0940\u0915\u0924\u093e, \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u091c\u0941\u0921\u093c\u093e\u0935, \u0914\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0936\u0940\u0932\u0924\u093e \u091c\u0948\u0938\u0947 \u0915\u093e\u0930\u0915\u094b\u0902 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u093f\u092f\u093e \u091c\u093e\u090f\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f,<\/strong>, it\u2019s crucial to consider factors such as response accuracy, user engagement, and adaptability. For example, <strong>Transformers<\/strong> \u0938\u0902\u0926\u0930\u094d\u092d \u092e\u0947\u0902 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0909\u0928\u0915\u0940 \u0909\u0924\u094d\u0915\u0943\u0937\u094d\u091f\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u091c\u093e\u0928\u0947 \u091c\u093e\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u0909\u0928\u094d\u0939\u0947\u0902 \u091c\u091f\u093f\u0932 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, <strong>\u0906\u0930\u090f\u0928\u090f\u0928<\/strong> \u0938\u0930\u0932 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0927\u093f\u0915 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u0939\u093e\u0901 \u0905\u0928\u0941\u0915\u094d\u0930\u092e\u093f\u0915 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0939\u0948\u0964<\/p>\n<p>\u0907\u0938\u0915\u0947 \u0905\u0932\u093e\u0935\u093e, <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%8f%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%ad%e0%a4%be%e0%a4%b5%e0%a5%80-%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%89%e0%a4%aa%e0%a4%af%e0%a5%8b%e0%a4%97%e0%a4%95\/\" target=\"_blank\">\u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u0947\u0938<\/a> \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0938\u093e\u0925 \u0915\u0948\u0938\u0947 perceive \u0914\u0930 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0907\u0938\u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u093e \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 \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0902\u0924\u094b\u0937 \u0914\u0930 \u091c\u0941\u0921\u093c\u093e\u0935 \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, \u091a\u093e\u0939\u0947 \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u0941\u091b \u092d\u0940 \u0939\u094b\u0964 \u0907\u0938\u0932\u093f\u090f, \u092a\u094d\u0930\u092d\u093e\u0935\u0940 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%ab%e0%a5%8d%e0%a4%b2%e0%a5%8b-%e0%a4%ac%e0%a4%bf%e0%a4%b2%e0%a5%8d%e0%a4%a1%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%ae%e0%a4%b9\/\" target=\"_blank\">\u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0909\u092a\u0915\u0930\u0923<\/a> \u0915\u094b \u0938\u0939\u0940 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948 \u0924\u093e\u0915\u093f <strong>\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/strong> \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/p>\n<h2>\u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u0905\u091a\u094d\u091b\u093e OpenAI \u092e\u0949\u0921\u0932 \u0915\u094c\u0928 \u0938\u093e \u0939\u0948?<\/h2>\n<p>\u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u0905\u091a\u094d\u091b\u093e OpenAI \u092e\u0949\u0921\u0932 \u091a\u0941\u0928\u0924\u0947 \u0938\u092e\u092f, \u0928\u0935\u0940\u0928\u0924\u092e \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0914\u0930 \u0909\u0928\u094d\u0928\u0924\u093f\u092f\u094b\u0902 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u0935\u0930\u094d\u0924\u092e\u093e\u0928 \u092e\u0947\u0902, <strong>GPT-4.5<\/strong> \u0938\u092c\u0938\u0947 \u0909\u0928\u094d\u0928\u0924 \u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0939\u0948, \u091c\u094b \u0905\u092a\u0928\u0947 \u092a\u0942\u0930\u094d\u0935\u0935\u0930\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d\u0940\u092f \u0938\u092e\u091d \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0938\u0941\u0927\u093e\u0930 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n<h3>\u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0932\u093f\u090f OpenAI \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901<\/h3>\n<ul>\n<li><strong>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928<\/strong>: GPT-4.5 \u0915\u0947 \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0938\u0947 \u0938\u0902\u0915\u0947\u0924 \u092e\u093f\u0932\u0924\u093e \u0939\u0948 \u0915\u093f \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0905\u0927\u093f\u0915 \u0924\u0930\u0932 \u0914\u0930 \u092e\u093e\u0928\u0935-\u0938\u092e\u093e\u0928 \u092e\u0939\u0938\u0942\u0938 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0910\u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928\u0924\u093e \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0906\u0915\u0930\u094d\u0937\u0915 \u0914\u0930 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u092e\u0949\u0921\u0932 \u0938\u0942\u0915\u094d\u0937\u094d\u092e \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d \u092e\u0947\u0902 \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\u0930\u0928\u0947 \u092e\u0947\u0902 \u0909\u0924\u094d\u0915\u0943\u0937\u094d\u091f \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u0941\u0927\u093e\u0930\u093f\u0924 \u0938\u092e\u091d<\/strong>: GPT-4.5 \u0915\u094b \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u094b \u091c\u091f\u093f\u0932 \u0935\u093f\u0937\u092f\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u0938\u0947 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947\u0928\u0947 \u0915\u0940 \u0907\u0938\u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0909\u0928 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u092b\u093e\u092f\u0926\u0947\u092e\u0902\u0926 \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0940 \u092a\u0942\u091b\u0924\u093e\u091b \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>Customization Options<\/strong>: OpenAI provides tools for fine-tuning models, allowing developers to tailor GPT-4.5 to specific use cases. This flexibility is crucial for businesses looking to create a unique user experience.<\/li>\n<li><strong>Integration Capabilities<\/strong>: The model can be integrated into various platforms, including web applications and messaging services, making it versatile for deployment. While there is no direct mention of Messenger Bot compatibility, GPT-4.5 can be adapted for use in similar environments, enhancing user interaction.<\/li>\n<li><strong>\u0928\u093f\u0930\u0902\u0924\u0930 \u0938\u0940\u0916\u0928\u093e<\/strong>: OpenAI\u2019s commitment to ongoing updates ensures that GPT-4.5 will continue to improve over time, incorporating user feedback and new data to refine its performance.<\/li>\n<\/ul>\n<h3>Integrating OpenAI models into chatbot design<\/h3>\n<p>Integrating OpenAI models like GPT-4.5 into your chatbot design can significantly enhance user engagement and satisfaction. Here are some key strategies for effective integration:<\/p>\n<ul>\n<li><strong>Utilize API Access<\/strong>: Leverage OpenAI\u2019s API to connect your chatbot with the GPT-4.5 model, allowing for seamless communication and response generation.<\/li>\n<li><strong>\u0938\u0902\u0935\u093e\u0926\u0940 \u092a\u094d\u0930\u0935\u093e\u0939 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0947\u0902<\/strong>: Implement conversation design tools to create intuitive interaction pathways that guide users through their inquiries, ensuring a smooth experience.<\/li>\n<li><strong>\u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0914\u0930 \u092a\u0941\u0928\u0930\u093e\u0935\u0943\u0924\u094d\u0924\u093f<\/strong>: Continuously test the chatbot\u2019s performance with real users, gathering feedback to refine the interaction and improve the overall chatbot user interface.<\/li>\n<li><strong>Monitor Analytics<\/strong>: Use analytics tools to track user interactions and engagement metrics, enabling data-driven decisions to enhance chatbot functionality.<\/li>\n<\/ul>\n<p>By leveraging the advanced features of OpenAI models, you can create chatbots that not only respond accurately but also engage users in meaningful conversations, ultimately improving user satisfaction and retention. For more insights on chatbot user interface best practices, check out our guide on <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%8f%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%ad%e0%a4%be%e0%a4%b5%e0%a5%80-%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%89%e0%a4%aa%e0%a4%af%e0%a5%8b%e0%a4%97%e0%a4%95\/\">\u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902<\/a>.<\/p>\n<h2>What is the best platform to write a chatbot?<\/h2>\n<p>When considering the best platforms to write a chatbot, several options stand out for their features, usability, and integration capabilities. Here are some of the top platforms to explore in 2025:<\/p>\n<ol>\n<li><strong>\u092c\u0949\u091f\u092a\u094d\u0930\u0947\u0938<\/strong>: Botpress is a highly customizable AI chatbot builder that caters to both developers and non-developers. Its drag-and-drop interface allows users to create sophisticated chatbots without extensive coding knowledge. Botpress is open-source, which means you can modify it to suit your specific needs, making it ideal for businesses looking for tailored solutions. According to a study by Chatbots Magazine, customizable platforms like Botpress can significantly enhance user engagement by providing personalized interactions.<\/li>\n<li><strong>Dialogflow<\/strong>: Developed by Google, Dialogflow is a powerful natural language processing (NLP) platform that allows developers to create conversational interfaces for websites, mobile applications, and messaging platforms. Its integration with Google Assistant and other Google services makes it a top choice for businesses looking to leverage AI capabilities. Research from Gartner indicates that NLP-driven chatbots can improve customer satisfaction by up to 30%.<\/li>\n<li><strong>\u092e\u093e\u0907\u0915\u094d\u0930\u094b\u0938\u0949\u092b\u094d\u091f \u092c\u0949\u091f \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915<\/strong>: This framework provides a comprehensive environment for building, testing, and deploying chatbots across various channels, including Skype, Microsoft Teams, and Facebook Messenger. Its robust set of tools and SDKs allows developers to create complex bots with ease. A report by Forrester highlights that businesses using Microsoft\u2019s solutions see a 20% increase in operational efficiency.<\/li>\n<li><strong>\u091a\u0948\u091f\u092b\u094d\u092f\u0942\u0932<\/strong>: Particularly popular for Facebook Messenger bots, Chatfuel offers a user-friendly interface that allows users to create bots without coding. It is ideal for marketers looking to automate customer interactions on social media. According to a survey by HubSpot, businesses that utilize Messenger bots report a 50% increase in lead generation.<\/li>\n<li><strong>\u092e\u0948\u0928\u0940\u091a\u0948\u091f<\/strong>: Similar to Chatfuel, ManyChat specializes in building chatbots for Facebook Messenger and Instagram. It provides a visual builder and various templates to streamline the bot creation process. ManyChat\u2019s analytics tools help users optimize their bots for better performance, as noted in a study by Social Media Examiner, which found that chatbots can increase engagement rates by up to 80%.<\/li>\n<li><strong>Tidio<\/strong>: Tidio combines live chat and chatbot functionalities, making it suitable for businesses that want to provide immediate customer support. Its integration with e-commerce platforms like Shopify enhances its usability for online stores. A report from eMarketer shows that businesses using Tidio can reduce response times by 70%.<\/li>\n<li><strong>\u0932\u0948\u0902\u0921\u092c\u0949\u091f<\/strong>: Landbot focuses on creating conversational landing pages that can engage users effectively. Its no-code interface allows marketers to design interactive experiences that can lead to higher conversion rates. According to research from Unbounce, interactive content can increase conversion rates by up to 300%.<\/li>\n<li><strong>\u0930\u093e\u0938\u093e<\/strong>: For those looking for an open-source solution, Rasa offers a powerful framework for building contextual AI chatbots. It requires more technical expertise but provides unparalleled flexibility and control over the chatbot\u2019s behavior. A study by the MIT Technology Review found that companies using Rasa can achieve a 40% reduction in customer service costs.<\/li>\n<li><strong>IBM Watson Assistant<\/strong>: This enterprise-level solution leverages IBM\u2019s AI capabilities to create intelligent chatbots that can understand and respond to customer inquiries effectively. Its ability to integrate with various data sources makes it a strong choice for businesses with complex needs. According to IBM, companies using Watson Assistant report a 50% reduction in customer service response times.<\/li>\n<li><strong>Zendesk Chat<\/strong>: This platform integrates seamlessly with Zendesk\u2019s customer service tools, allowing businesses to provide a unified support experience. Its chatbot capabilities help automate responses to common inquiries, improving efficiency. A report by Zendesk indicates that businesses using their chat solutions see a 20% increase in customer satisfaction.<\/li>\n<\/ol>\n<p>In conclusion, the best platform for writing a chatbot depends on your specific needs, technical expertise, and the channels you wish to target. Each of these platforms offers unique features that can enhance user engagement and streamline customer interactions. For more detailed comparisons and user experiences, consider visiting authoritative sources like <a href=\"https:\/\/techcrunch.com\" target=\"_blank\" rel=\"noopener\">TechCrunch<\/a> \u092f\u093e <a href=\"https:\/\/www.g2.com\" target=\"_blank\" rel=\"noopener\">\u0915\u094d\u092f\u093e \u0906\u092a \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902?<\/a>.<\/p>\n<h3>Best chatbot platforms for developers<\/h3>\n<p>When it comes to selecting the best chatbot platforms for developers, several key features should be considered to ensure a seamless development experience:<\/p>\n<ul>\n<li><strong>\u0905\u0928\u0941\u0915\u0942\u0932\u0928:<\/strong> \u0910\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e \u091c\u0948\u0938\u0947 <a href=\"https:\/\/www.botpress.com\" target=\"_blank\" rel=\"noopener\">\u092c\u0949\u091f\u092a\u094d\u0930\u0947\u0938<\/a> \u0914\u0930 <a href=\"https:\/\/www.dialogflow.com\" target=\"_blank\" rel=\"noopener\">Dialogflow<\/a> offer extensive customization options, allowing developers to tailor chatbots to specific business needs.<\/li>\n<li><strong>\u090f\u0915\u0940\u0915\u0930\u0923:<\/strong> Look for platforms that easily integrate with existing systems and APIs, such as <a href=\"https:\/\/www.microsoft.com\/en-us\/ai\/azure-cognitive-services\" 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> \u0914\u0930 <a href=\"https:\/\/www.ibm.com\/cloud\/ai-chatbots\" target=\"_blank\" rel=\"noopener\">IBM Watson Assistant<\/a>.<\/li>\n<li><strong>\u0938\u092e\u0930\u094d\u0925\u0928 \u0914\u0930 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c\u0940\u0915\u0930\u0923:<\/strong> Comprehensive documentation and community support are crucial for troubleshooting and enhancing development efficiency. Platforms like <a href=\"https:\/\/brainpod.ai\/brain-pod-ai-help-center\/\" target=\"_blank\" rel=\"noopener\">\u092c\u094d\u0930\u0947\u0928 \u092a\u0949\u0921 \u090f\u0906\u0908<\/a> provide extensive resources for developers.<\/li>\n<\/ul>\n<h3>\u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093f\u0932\u094d\u0921\u0930\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928\u0940 \u0915\u0947 \u0932\u093f\u090f \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0928\u093e<\/h3>\n<p>\u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093f\u0932\u094d\u0921\u0930\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928\u0940 \u0915\u0947 \u0932\u093f\u090f \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0924\u0947 \u0938\u092e\u092f \u0915\u0908 \u0915\u093e\u0930\u0915\u094b\u0902 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948 \u091c\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>User Interface:<\/strong> \u090f\u0915 \u0938\u093e\u092b \u0914\u0930 \u0938\u0939\u091c \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0964 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u091c\u0948\u0938\u0947 <a href=\"https:\/\/www.tidio.com\" target=\"_blank\" rel=\"noopener\">Tidio<\/a> \u0914\u0930 <a href=\"https:\/\/www.chatfuel.com\" target=\"_blank\" rel=\"noopener\">\u091a\u0948\u091f\u092b\u094d\u092f\u0942\u0932<\/a> \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0909\u0924\u094d\u0915\u0943\u0937\u094d\u091f \u0939\u0948\u0902 \u091c\u094b \u092c\u0949\u091f \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f \u0914\u0930 \u092a\u0942\u0930\u094d\u0935-\u0928\u093f\u0930\u094d\u092e\u093f\u0924 \u0938\u092e\u093e\u0927\u093e\u0928:<\/strong> \u0915\u0908 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0935\u093f\u0915\u093e\u0938 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0924\u0947\u091c\u093c \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, <a href=\"https:\/\/www.manychat.com\" target=\"_blank\" rel=\"noopener\">\u092e\u0948\u0928\u0940\u091a\u0948\u091f<\/a> \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0908 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u0940\u0916\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e:<\/strong> \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0938\u0940\u0916\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0947\u0902\u0964 \u0910\u0938\u0947 \u0909\u092a\u0915\u0930\u0923 \u091c\u0948\u0938\u0947 <a href=\"https:\/\/landbot.io\" target=\"_blank\" rel=\"noopener\">\u0932\u0948\u0902\u0921\u092c\u0949\u091f<\/a> \u0917\u0948\u0930-\u0924\u0915\u0928\u0940\u0915\u0940 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u090f \u0917\u090f \u0939\u0948\u0902, \u091c\u094b \u0909\u0928\u094d\u0939\u0947\u0902 \u092e\u093e\u0930\u094d\u0915\u0947\u091f\u0930\u094d\u0938 \u0914\u0930 \u091b\u094b\u091f\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u092e\u093e\u0932\u093f\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/05\/best-chatbot-design-380891.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>What is the easiest chatbot builder to use?<\/h2>\n<p>\u091c\u092c \u0938\u092c\u0938\u0947 \u0906\u0938\u093e\u0928 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093f\u0932\u094d\u0921\u0930 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0924\u094b \u0915\u0908 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0905\u092a\u0928\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e-\u0905\u0928\u0941\u0915\u0942\u0932 \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u0914\u0930 \u092e\u091c\u092c\u0942\u0924 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0916\u0921\u093c\u0947 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939\u093e\u0902 \u0915\u0941\u091b \u0936\u0940\u0930\u094d\u0937 \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948\u0902:<\/p>\n<ol>\n<li><strong>Appy Pie<\/strong>: \u092f\u0939 \u0928\u094b-\u0915\u094b\u0921 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093f\u0932\u094d\u0921\u0930 \u0909\u0928 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u091c\u094b \u092c\u093f\u0928\u093e \u0915\u093f\u0938\u0940 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u091c\u094d\u091e\u093e\u0928 \u0915\u0947 \u0915\u0938\u094d\u091f\u092e \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 Appy Pie \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, \u091c\u094b \u0938\u092d\u0940 \u0915\u094c\u0936\u0932 \u0938\u094d\u0924\u0930\u094b\u0902 \u0915\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0932\u092d \u0939\u0948\u0964 \u092f\u0939 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0914\u0930 \u092c\u093f\u0915\u094d\u0930\u0940 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u094b \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e \u0938\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u091a\u0948\u091f\u092b\u094d\u092f\u0942\u0932<\/strong>: \u0905\u092a\u0928\u0940 \u0938\u0930\u0932\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u091c\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0939\u0948, Chatfuel \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u092c\u093f\u0928\u093e \u0915\u094b\u0921\u093f\u0902\u0917 \u0915\u0947 \u092b\u0947\u0938\u092c\u0941\u0915 \u092e\u0948\u0938\u0947\u0902\u091c\u0930 \u0915\u0947 \u0932\u093f\u090f \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u0938\u0939\u091c \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u0914\u0930 \u092a\u0942\u0930\u094d\u0935-\u0928\u093f\u0930\u094d\u092e\u093f\u0924 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938 \u0924\u094d\u0935\u0930\u093f\u0924 \u0938\u0947\u091f\u0905\u092a \u0915\u094b \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u091b\u094b\u091f\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0914\u0930 \u092e\u093e\u0930\u094d\u0915\u0947\u091f\u0930\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u0939\u0948 \u091c\u094b \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u092a\u0930 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0938\u0947 \u091c\u0941\u0921\u093c\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u092e\u0948\u0928\u0940\u091a\u0948\u091f<\/strong>: Chatfuel \u0915\u0947 \u0938\u092e\u093e\u0928, ManyChat \u092b\u0947\u0938\u092c\u0941\u0915 \u092e\u0948\u0938\u0947\u0902\u091c\u0930 \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0939\u0948 \u0914\u0930 \u090f\u0915 \u0926\u0943\u0936\u094d\u092f \u092a\u094d\u0930\u0935\u093e\u0939 \u092c\u093f\u0932\u094d\u0921\u0930 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u091a\u0948\u091f\u092c\u0949\u091f \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u092e\u0947\u0902 \u092a\u094d\u0930\u0938\u093e\u0930\u0923 \u0914\u0930 \u0926\u0930\u094d\u0936\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 \u091c\u0948\u0938\u0940 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u091c\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0939\u092d\u093e\u0917\u093f\u0924\u093e \u0914\u0930 \u0935\u093f\u092a\u0923\u0928 \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>Tidio<\/strong>: Tidio \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, \u091c\u093f\u0938\u0938\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0928\u093f\u0930\u094d\u092c\u093e\u0927 \u0905\u0928\u0941\u092d\u0935 \u092a\u094d\u0930\u0926\u093e\u0928 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0910\u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948 \u091c\u094b \u0917\u094d\u0930\u093e\u0939\u0915 \u092a\u0942\u091b\u0924\u093e\u091b \u0914\u0930 \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u094b \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0908-\u0915\u0949\u092e\u0930\u094d\u0938 \u0938\u093e\u0907\u091f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0932\u0948\u0902\u0921\u092c\u0949\u091f<\/strong>: \u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0905\u092a\u0928\u0947 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u0915\u0947 \u0932\u093f\u090f \u0916\u0921\u093c\u093e \u0939\u0948, \u091c\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0910\u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948 \u091c\u094b \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092a\u094d\u0930\u0936\u094d\u0928-\u0909\u0924\u094d\u0924\u0930 \u0938\u0947 \u0905\u0927\u093f\u0915 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0940 \u0924\u0930\u0939 \u092e\u0939\u0938\u0942\u0938 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964 Landbot \u0915\u093e \u0928\u094b-\u0915\u094b\u0921 \u092c\u093f\u0932\u094d\u0921\u0930 \u0935\u0947\u092c\u0938\u093e\u0907\u091f\u094b\u0902 \u092a\u0930 \u0907\u0902\u091f\u0930\u090f\u0915\u094d\u091f\u093f\u0935 \u091a\u0948\u091f \u0905\u0928\u0941\u092d\u0935 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u0939\u0948\u0964<\/li>\n<li><strong>\u092e\u094b\u092c\u093e\u0907\u0932\u092e\u0902\u0915\u0940<\/strong>: \u092f\u0939 \u092c\u0939\u0941\u092a\u0930\u0915\u093e\u0930\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093f\u0932\u094d\u0921\u0930 \u0915\u0908 \u092e\u0948\u0938\u0947\u091c\u093f\u0902\u0917 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 SMS \u0914\u0930 \u0935\u0947\u092c \u091a\u0948\u091f \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 MobileMonkey \u0915\u093e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e-\u0905\u0928\u0941\u0915\u0942\u0932 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0914\u0930 \u0936\u0915\u094d\u0924\u093f\u0936\u093e\u0932\u0940 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u0909\u0928 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0902 \u091c\u094b \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0902\u091a\u093e\u0930 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>Dialogflow<\/strong>: \u091c\u092c\u0915\u093f \u092f\u0939 \u0925\u094b\u0921\u093c\u093e \u0905\u0927\u093f\u0915 \u091c\u091f\u093f\u0932 \u0939\u0948, Google \u0915\u093e Dialogflow \u0909\u0928\u094d\u0928\u0924 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0909\u0928 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0905\u0927\u093f\u0915 \u091c\u091f\u093f\u0932 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948 \u0914\u0930 \u091c\u094b \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0915\u094b \u0938\u0940\u0916\u0928\u0947 \u092e\u0947\u0902 \u0938\u092e\u092f \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0924\u0948\u092f\u093e\u0930 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u092c\u0949\u091f\u094d\u0938\u093f\u092b\u093e\u0908<\/strong>: Botsify \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e\u094b\u0902 \u092a\u0930 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0938\u0940\u0927\u093e \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0935\u0947\u092c\u0938\u093e\u0907\u091f\u0947\u0902 \u0914\u0930 \u092e\u0948\u0938\u0947\u091c\u093f\u0902\u0917 \u0910\u092a \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u092f\u0939 Zapier \u091c\u0948\u0938\u0947 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923 \u092d\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0907\u0938\u0915\u0940 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e \u092c\u0922\u093c\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u092b\u094d\u0932\u094b \u090f\u0915\u094d\u0938\u0913<\/strong>: \u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0915\u0908 \u091a\u0948\u0928\u0932\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0935\u0947\u092c, \u092b\u0947\u0938\u092c\u0941\u0915 \u092e\u0948\u0938\u0947\u0902\u091c\u0930 \u0914\u0930 \u0938\u094d\u0932\u0948\u0915 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 Flow XO \u0915\u093e \u0926\u0943\u0936\u094d\u092f \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0935\u093e\u0939 \u092c\u093f\u0932\u094d\u0921\u0930 \u092c\u093f\u0928\u093e \u0915\u094b\u0921\u093f\u0902\u0917 \u0915\u0947 \u091c\u091f\u093f\u0932 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0928\u093e \u0906\u0938\u093e\u0928 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ol>\n<p>\u0905\u0902\u0924 \u092e\u0947\u0902, \u0938\u092c\u0938\u0947 \u0906\u0938\u093e\u0928 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093f\u0932\u094d\u0921\u0930 \u092e\u0941\u0916\u094d\u092f \u0930\u0942\u092a \u0938\u0947 \u0906\u092a\u0915\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0914\u0930 \u0924\u0915\u0928\u0940\u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u0924\u093e \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u091c\u094b \u0932\u094b\u0917 \u0938\u0930\u0932\u0924\u093e \u0914\u0930 \u0924\u094d\u0935\u0930\u093f\u0924 \u0924\u0948\u0928\u093e\u0924\u0940 \u0915\u0940 \u0924\u0932\u093e\u0936 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902, \u0909\u0928\u0915\u0947 \u0932\u093f\u090f Appy Pie, Chatfuel, \u0914\u0930 ManyChat \u0909\u0924\u094d\u0915\u0943\u0937\u094d\u091f \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948\u0902\u0964 \u0905\u0927\u093f\u0915 \u0909\u0928\u094d\u0928\u0924 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f, Dialogflow \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0928\u093e \u0938\u093e\u0930\u094d\u0925\u0915 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0939\u092e\u0947\u0936\u093e \u0909\u0928 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0915\u093e\u0930\u094d\u092f\u093e\u0924\u094d\u092e\u0915\u0924\u093e\u0913\u0902 \u0914\u0930 \u090f\u0915\u0940\u0915\u0930\u0923\u094b\u0902 \u0915\u093e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0947\u0902 \u091c\u094b \u0906\u092a\u0915\u0947 \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u0932\u0915\u094d\u0937\u094d\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092e\u0947\u0932 \u0916\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h3>\u0936\u0940\u0930\u094d\u0937 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e-\u0905\u0928\u0941\u0915\u0942\u0932 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093f\u0932\u094d\u0921\u0930<\/h3>\n<p>\u092a\u0939\u0932\u0947 \u0909\u0932\u094d\u0932\u0947\u0916\u093f\u0924 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e\u094b\u0902 \u0915\u0947 \u0905\u0932\u093e\u0935\u093e, \u092f\u0939\u093e\u0902 \u0915\u0941\u091b \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e-\u0905\u0928\u0941\u0915\u0942\u0932 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093f\u0932\u094d\u0921\u0930 \u0939\u0948\u0902 \u091c\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u092b\u094d\u0932\u094b \u090f\u0915\u094d\u0938\u0913<\/strong>: \u092f\u0939 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0915\u0908 \u091a\u0948\u0928\u0932\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0935\u0947\u092c, \u092b\u0947\u0938\u092c\u0941\u0915 \u092e\u0948\u0938\u0947\u0902\u091c\u0930 \u0914\u0930 \u0938\u094d\u0932\u0948\u0915 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 Flow XO \u0915\u093e \u0926\u0943\u0936\u094d\u092f \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0935\u093e\u0939 \u092c\u093f\u0932\u094d\u0921\u0930 \u092c\u093f\u0928\u093e \u0915\u094b\u0921\u093f\u0902\u0917 \u0915\u0947 \u091c\u091f\u093f\u0932 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0928\u093e \u0906\u0938\u093e\u0928 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u092c\u0949\u091f\u092a\u094d\u0930\u0947\u0938<\/strong>: \u090f\u0915 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u091c\u094b \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e-\u0905\u0928\u0941\u0915\u0942\u0932 \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 Botpress \u0909\u0928 \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u0939\u0948 \u091c\u094b \u0932\u091a\u0940\u0932\u093e\u092a\u0928 \u0914\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u0940 \u0924\u0932\u093e\u0936 \u092e\u0947\u0902 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>Tidio<\/strong>: Tidio \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, \u091c\u093f\u0938\u0938\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0928\u093f\u0930\u094d\u092c\u093e\u0927 \u0905\u0928\u0941\u092d\u0935 \u092a\u094d\u0930\u0926\u093e\u0928 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0907\u0902\u091f\u0930\u092b\u0947\u0938 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0910\u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948 \u091c\u094b \u0917\u094d\u0930\u093e\u0939\u0915 \u092a\u0942\u091b\u0924\u093e\u091b \u0914\u0930 \u0938\u092e\u0930\u094d\u0925\u0928 \u0915\u094b \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0908-\u0915\u0949\u092e\u0930\u094d\u0938 \u0938\u093e\u0907\u091f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u0935\u093f\u0915\u0932\u094d\u092a \u092c\u0928\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n<p>\u092f\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u0928 \u0915\u0947\u0935\u0932 \u091a\u0948\u091f\u092c\u0949\u091f \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902 \u092c\u0932\u094d\u0915\u093f \u0938\u0939\u091c \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0914\u0930 \u092e\u091c\u092c\u0942\u0924 \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0939\u092d\u093e\u0917\u093f\u0924\u093e \u0915\u094b \u092d\u0940 \u092c\u0922\u093c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0915\u0947 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u0905\u092d\u094d\u092f\u093e\u0938\u094b\u0902 \u092a\u0930 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e\u093e\u0930\u0940 \u091c\u093e\u0902\u091a \u0915\u0930\u0947\u0902 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%8f%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%ad%e0%a4%be%e0%a4%b5%e0%a5%80-%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%89%e0%a4%aa%e0%a4%af%e0%a5%8b%e0%a4%97%e0%a4%95\/\">\u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902<\/a>.<\/p>\n<h2>\u0915\u094d\u092f\u093e \u092e\u0948\u0902 \u0905\u092a\u0928\u093e \u0916\u0941\u0926 \u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0942\u0901?<\/h2>\n<p>\u0939\u093e\u0901, \u0906\u092a \u0907\u0928 \u0935\u094d\u092f\u093e\u092a\u0915 \u091a\u0930\u0923\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0915\u0947 \u0905\u092a\u0928\u0947 \u0916\u0941\u0926 \u0915\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/p>\n<ol>\n<li><strong>\u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \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 \u092f\u0939 \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0947\u0902 \u0915\u093f \u0906\u092a \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u0947 \u0915\u094d\u092f\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0938\u092e\u0930\u094d\u0925\u0928 \u0938\u0947 \u0932\u0947\u0915\u0930 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u092f\u093e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0930\u0928\u0947 \u0924\u0915 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>Select the Right Platform<\/strong>: \u090f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u091a\u0941\u0928\u0947\u0902 \u091c\u094b \u0906\u092a\u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \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:\/\/www.dialogflow.com\" target=\"_blank\" rel=\"noopener\">Dialogflow<\/a>, <a href=\"https:\/\/www.microsoft.com\/en-us\/ai\/azure-cognitive-services\" 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.botpress.com\" target=\"_blank\" rel=\"noopener\">\u0930\u093e\u0938\u093e<\/a>, \u091c\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u0914\u0930 \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\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 (NLP) \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902<\/strong>: \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u0915\u0940 \u0938\u092e\u091d \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f NLP \u0932\u093e\u0917\u0942 \u0915\u0930\u0947\u0902\u0964 \u0907\u0938\u092e\u0947\u0902 \u0907\u0930\u093e\u0926\u0947, \u0938\u0902\u0938\u094d\u0925\u093e\u090f\u0901, \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d \u091c\u094b\u0921\u093c\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948 \u0924\u093e\u0915\u093f \u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u094b \u0938\u0939\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930 \u0938\u0915\u0947\u0964 \u091c\u093f\u0924\u0928\u0947 \u0905\u0927\u093f\u0915 \u0935\u093f\u0935\u093f\u0927 \u0935\u093e\u0915\u094d\u092f\u093e\u0902\u0936 \u0914\u0930 \u092a\u0930\u094d\u092f\u093e\u092f\u0935\u093e\u091a\u0940 \u0906\u092a \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0947\u0902\u0917\u0947, \u0906\u092a\u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u0924\u0928\u093e \u0939\u0940 \u092c\u0947\u0939\u0924\u0930 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0947\u0917\u093e\u0964<\/li>\n<li><strong>Create a Knowledge Base<\/strong>: Develop a comprehensive knowledge base that your chatbot can reference. This should include FAQs, product information, and common user queries. Regularly update this database to ensure accuracy and relevance.<\/li>\n<li><strong>Train with Real Conversations<\/strong>: Use historical chat logs to train your chatbot. Analyze previous interactions to identify common questions and responses, which can help refine the bot\u2019s training data.<\/li>\n<li><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0947\u0902<\/strong>: If your platform supports it, leverage machine learning algorithms to improve the chatbot\u2019s responses over time. This allows the bot to learn from user interactions and adapt to new queries.<\/li>\n<li><strong>\u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0914\u0930 \u092a\u0941\u0928\u0930\u093e\u0935\u0943\u0924\u094d\u0924\u093f<\/strong>: Conduct thorough testing with real users to identify areas for improvement. Gather feedback and continuously refine the chatbot\u2019s responses and capabilities.<\/li>\n<li><strong>\u092e\u0949\u0928\u093f\u091f\u0930 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928<\/strong>: Use analytics tools to track user interactions and satisfaction. Metrics such as response time, user engagement, and resolution rates can provide insights into your chatbot\u2019s effectiveness.<\/li>\n<li><strong>Stay Updated on Trends<\/strong>: Keep abreast of the latest advancements in AI and chatbot technology. Incorporate new features and methodologies to enhance user experience and functionality.<\/li>\n<\/ol>\n<p>By following these steps, you can successfully train a chatbot that meets your specific needs and provides valuable interactions for users. For further reading, consider exploring resources from reputable sources such as the <a href=\"https:\/\/www.jair.org\/index.php\/jair\/article\/view\/11143\" target=\"_blank\" rel=\"noopener\">Revista de Investigaci\u00f3n en Inteligencia Artificial<\/a> \u0914\u0930 \u0909\u0926\u094d\u092f\u094b\u0917 \u092c\u094d\u0932\u0949\u0917 \u091c\u0948\u0938\u0947 <a href=\"https:\/\/chatbotsmagazine.com\" target=\"_blank\" rel=\"noopener\">\u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u092a\u0924\u094d\u0930\u093f\u0915\u093e<\/a>.<\/p>\n<h3>Tools for chatbot training and prototyping<\/h3>\n<p>When it comes to training and prototyping your chatbot, several tools can enhance your development process:<\/p>\n<ul>\n<li><strong>\u091a\u0948\u091f\u092c\u0949\u091f \u092c\u093f\u0932\u094d\u0921\u0930\u094d\u0938<\/strong>: \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e \u091c\u0948\u0938\u0947 <a href=\"https:\/\/messengerbot.app\/hi\/\">\u092e\u0948\u0938\u0947\u0902\u091c\u0930 \u092c\u0949\u091f<\/a> offer user-friendly interfaces for building and training chatbots without extensive coding knowledge.<\/li>\n<li><strong>Prototyping Tools<\/strong>: Utilize prototyping chatbots tools such as <a href=\"https:\/\/www.botpress.com\" target=\"_blank\" rel=\"noopener\">\u092c\u0949\u091f\u092a\u094d\u0930\u0947\u0938<\/a> \u0914\u0930 <a href=\"https:\/\/brainpod.ai\/brain-pod-ai-help-center\/\" target=\"_blank\" rel=\"noopener\">\u092c\u094d\u0930\u0947\u0928 \u092a\u0949\u0921 \u090f\u0906\u0908<\/a> to create interactive mockups of your chatbot.<\/li>\n<li><strong>Conversation Design Tools<\/strong>: \u091c\u0948\u0938\u0947 \u0909\u092a\u0915\u0930\u0923 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%ac%e0%a4%be%e0%a4%a4%e0%a4%9a%e0%a5%80%e0%a4%a4-%e0%a4%95%e0%a5%87-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%b5%e0%a4%be%e0%a4%b9-%e0%a4%ae\/\">conversation design templates<\/a> can help structure your chatbot\u2019s dialogue flow effectively.<\/li>\n<li><strong>\u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u093e\u0924\u094d\u092e\u0915 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e<\/strong>: Use analytics tools to monitor chatbot performance and user engagement, allowing for data-driven improvements.<\/li>\n<\/ul>\n<p>By leveraging these tools, you can streamline the chatbot training process and create a more effective chatbot user interface that enhances user experience.<\/p>\n<h2>\u091a\u0948\u091f\u092c\u0949\u091f UI \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u091f\u0947\u092e\u094d\u092a\u0932\u0947\u091f\u094d\u0938<\/h2>\n<p>Creating an effective chatbot user interface (UI) is crucial for enhancing user engagement and satisfaction. The best chatbot design incorporates visually appealing elements and intuitive navigation, ensuring users can interact seamlessly. Below are examples of chatbot UI design templates that can inspire your own chatbot projects.<\/p>\n<h3>Examples of Chatbot UI Design Templates<\/h3>\n<p>When considering the best chatbot designs, it\u2019s essential to explore various templates that showcase effective layouts and functionalities. Here are some notable examples:<\/p>\n<ul>\n<li><strong>\u092e\u093f\u0928\u093f\u092e\u0932\u093f\u0938\u094d\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928:<\/strong> A clean, simple interface that focuses on essential features, reducing cognitive load for users. This design often includes a single input field and clear call-to-action buttons.<\/li>\n<li><strong>\u0907\u0902\u091f\u0930\u090f\u0915\u094d\u091f\u093f\u0935 \u0924\u0924\u094d\u0935:<\/strong> Incorporating buttons, quick replies, and carousels can enhance user interaction. For instance, a template that allows users to select options with a single tap can streamline the conversation flow.<\/li>\n<li><strong>Branding Integration:<\/strong> Customizing the chatbot\u2019s appearance to align with your brand\u2019s colors and fonts can create a cohesive experience. This approach helps reinforce brand identity while maintaining usability.<\/li>\n<li><strong>\u092c\u0939\u0941\u092d\u093e\u0937\u0940 \u0938\u092e\u0930\u094d\u0925\u0928:<\/strong> Templates that offer language selection options cater to a broader audience, making the chatbot more accessible. This feature is particularly beneficial for businesses targeting diverse markets.<\/li>\n<\/ul>\n<p>For more detailed insights on chatbot UI design templates, you can explore <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%af%e0%a5%82%e0%a4%86%e0%a4%88-%e0%a4%95%e0%a5%87-%e0%a4%ae%e0%a4%be%e0%a4%b8%e0%a5%8d%e0%a4%9f%e0%a4%b0%e0%a4%bf%e0%a4%82%e0%a4%97\/\">\u092f\u0939 \u0938\u0902\u0938\u093e\u0927\u0928<\/a>.<\/p>\n<h3>\u091a\u0948\u091f\u092c\u0949\u091f UI \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<\/h3>\n<p>\u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f \u0906\u092a\u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f UI \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u0948, \u0907\u0928 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092a\u094d\u0930\u0925\u093e\u0913\u0902 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0947\u0902:<\/p>\n<ul>\n<li><strong>\u0938\u0902\u0917\u0924\u093f:<\/strong> \u091a\u0948\u091f\u092c\u0949\u091f \u0907\u0902\u091f\u0930\u092b\u093c\u0947\u0938 \u092e\u0947\u0902 \u090f\u0915 \u0938\u0941\u0938\u0902\u0917\u0924 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092d\u093e\u0937\u093e \u092c\u0928\u093e\u090f \u0930\u0916\u0947\u0902\u0964 \u0907\u0938\u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092a\u0930\u093f\u091a\u093f\u0924 \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u092e\u093e\u0928 \u0930\u0902\u0917, \u092b\u093c\u0949\u0928\u094d\u091f \u0914\u0930 \u092c\u091f\u0928 \u0936\u0948\u0932\u093f\u092f\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964<\/li>\n<li><strong>User-Centric Design:<\/strong> \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 \u0914\u0930 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0938\u0939\u091c \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0930\u0947\u0902\u0964 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u092b\u0940\u0921\u092c\u0948\u0915 \u090f\u0915\u0924\u094d\u0930 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0906\u0935\u0936\u094d\u092f\u0915 \u0938\u092e\u093e\u092f\u094b\u091c\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0930\u0947\u0902\u0964<\/li>\n<li><strong>\u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0936\u0940\u0932 \u0921\u093f\u091c\u093c\u093e\u0907\u0928:<\/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 UI \u092e\u094b\u092c\u093e\u0907\u0932-\u092b\u094d\u0930\u0947\u0902\u0921\u0932\u0940 \u0939\u0948\u0964 \u090f\u0915 \u0909\u0924\u094d\u0924\u0930\u0926\u093e\u092f\u0940 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u094d\u0915\u094d\u0930\u0940\u0928 \u0906\u0915\u093e\u0930\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u094b \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u090f\u0915 \u0928\u093f\u0930\u094d\u092c\u093e\u0927 \u0905\u0928\u0941\u092d\u0935 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0924\u0902\u0924\u094d\u0930:<\/strong> \u0910\u0938\u0940 \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901 \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0947\u0902 \u091c\u094b \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 \u092b\u0940\u0921\u092c\u0948\u0915 \u0926\u0947\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u0940 \u0939\u0948\u0902\u0964 \u0907\u0938\u0938\u0947 \u0906\u092a\u0915\u094b \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 \u0914\u0930 \u0938\u092e\u0917\u094d\u0930 \u0938\u0902\u0924\u094b\u0937 \u092c\u0922\u093c\u093e\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n<p>\u092a\u094d\u0930\u092d\u093e\u0935\u0940 UI \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0940 \u0914\u0930 \u0916\u094b\u091c \u0915\u0947 \u0932\u093f\u090f, \u0926\u0947\u0916\u0947\u0902 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%8f%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%ad%e0%a4%be%e0%a4%b5%e0%a5%80-%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%89%e0%a4%aa%e0%a4%af%e0%a5%8b%e0%a4%97%e0%a4%95\/\">\u092f\u0939 \u0917\u093e\u0907\u0921<\/a>.<\/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-the-best-chatbot-design-essential-strategies-algorithms-and-platforms-for-creating-engaging-user-experiences\/\" data-essbisPostTitle=\"Mastering the Best Chatbot Design: Essential Strategies, Algorithms, and Platforms for Creating Engaging User Experiences\" data-essbisHoverContainer=\"\"><p>Key Takeaways Mastering chatbot design is crucial for enhancing user engagement and customer interaction. Implement Natural Language Processing (NLP) to improve chatbot understanding and response accuracy. Utilize user-friendly chatbot builders like Dialogflow and Chatfuel for efficient development. Design intuitive conversational flows to ensure seamless user experiences. Regularly test and iterate your chatbot to adapt to [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":254943,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-254944","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/posts\/254944","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/comments?post=254944"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/posts\/254944\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/media\/254943"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/media?parent=254944"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/categories?post=254944"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/tags?post=254944"}],"curies":[{"name":"\u0921\u092c\u094d\u0932\u094d\u092f\u0942\u092a\u0940","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}