{"id":254280,"date":"2025-03-18T05:22:19","date_gmt":"2025-03-18T12:22:19","guid":{"rendered":"https:\/\/messengerbot.app\/exploring-natural-language-chatbots-how-nlp-transforms-human-interaction-and-identifies-the-best-ai-solutions\/"},"modified":"2025-03-18T05:22:19","modified_gmt":"2025-03-18T12:22:19","slug":"%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%be%e0%a4%95%e0%a5%83%e0%a4%a4%e0%a4%bf%e0%a4%95-%e0%a4%ad%e0%a4%be%e0%a4%b7%e0%a4%be-%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f%e0%a5%8d%e0%a4%b8","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/hi\/exploring-natural-language-chatbots-how-nlp-transforms-human-interaction-and-identifies-the-best-ai-solutions\/","title":{"rendered":"\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0940 \u0916\u094b\u091c: \u0915\u0948\u0938\u0947 \u090f\u0928\u090f\u0932\u092a\u0940 \u092e\u093e\u0928\u0935 \u0938\u0902\u092a\u0930\u094d\u0915 \u0915\u094b \u092c\u0926\u0932\u0924\u093e \u0939\u0948 \u0914\u0930 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u090f\u0906\u0908 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/hi\/exploring-natural-language-chatbots-how-nlp-transforms-human-interaction-and-identifies-the-best-ai-solutions\/\" data-essbisposttitle=\"Exploring Natural Language Chatbots: How NLP Transforms Human Interaction and Identifies the Best AI Solutions\" data-essbishovercontainer=\"\"><div class=\"key-takeaways-box\">\n<h2>Puntos Clave<\/h2>\n<ul>\n<li><strong>\u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u0924\u0915\u0928\u0940\u0915:<\/strong> \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u0928\u094d\u0928\u0924 \u090f\u0928\u090f\u0932\u092a\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092e\u093e\u0928\u0935-\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u092c\u0926\u0932\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0938\u0902\u0926\u0930\u094d\u092d\u093e\u0924\u094d\u092e\u0915 \u0938\u092e\u091d:<\/strong> \u092f\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u0902\u0926\u0930\u094d\u092d \u092c\u0928\u093e\u090f \u0930\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u0914\u0930 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0939\u092d\u093e\u0917\u093f\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u092c\u0939\u0941\u092d\u093e\u0937\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901:<\/strong> \u090f\u0928\u090f\u0932\u092a\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0939\u0941\u092d\u093e\u0937\u0940 \u0938\u092e\u0930\u094d\u0925\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0935\u093f\u0935\u093f\u0927 \u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u0926\u0930\u094d\u0936\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0932\u092d \u0939\u094b \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>Aprendizaje Continuo:<\/strong> \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u090f\u0928\u090f\u0932\u092a\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0905\u092a\u0928\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0940 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e\u0913\u0902 \u0914\u0930 \u092a\u0942\u091b\u0924\u093e\u091b \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0935\u094d\u092f\u093e\u092a\u0915 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917:<\/strong> \u090f\u0928\u090f\u0932\u092a\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u092e\u0947\u0902 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e, \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0926\u0947\u0916\u092d\u093e\u0932, \u0914\u0930 \u0908-\u0915\u0949\u092e\u0930\u094d\u0938 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u0938\u0902\u091a\u093e\u0930 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0938\u0902\u091a\u093e\u0932\u0928 \u0915\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\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>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f<\/strong> \u0928\u0947 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0915\u0947 \u0938\u093e\u0925 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f \u0932\u093e \u0926\u0940 \u0939\u0948\u0964 \u092f\u0947 \u0909\u0928\u094d\u0928\u0924 <strong>chatbots de procesamiento de lenguaje natural<\/strong> \u0909\u0928\u094d\u0928\u0924 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 <strong>NLP<\/strong> \u0938\u0939\u091c \u0914\u0930 \u0905\u0902\u0924\u0930\u094d\u091c\u094d\u091e\u093e\u0928\u0940 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u092e\u093e\u0928\u0935 \u0938\u0902\u091a\u093e\u0930 \u0914\u0930 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u0947 \u092c\u0940\u091a \u0915\u0940 \u0916\u093e\u0908 \u0915\u094b \u092a\u093e\u091f\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0932\u0947\u0916 <strong>chatbots utilisant le PNL<\/strong>, \u0915\u0947 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u0915\u093e\u0930\u0940 \u0936\u0915\u094d\u0924\u093f \u092e\u0947\u0902 \u0917\u0939\u0930\u093e\u0908 \u0938\u0947 \u0909\u0924\u0930\u0924\u093e \u0939\u0948, \u0909\u0928\u0915\u0947 \u092e\u094c\u0932\u093f\u0915 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902, \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902, \u0914\u0930 \u092c\u093e\u091c\u093e\u0930 \u092e\u0947\u0902 \u0909\u092a\u0932\u092c\u094d\u0927 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0939\u092e \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u093e \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0902\u0917\u0947 \u091c\u0948\u0938\u0947, <em>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094d\u092f\u093e \u0939\u0948?<\/em> \u0914\u0930 <em>\u090f\u0928\u090f\u0932\u092a\u0940 \u092e\u093e\u0928\u0935 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0940 \u0928\u0915\u0932 \u0915\u0948\u0938\u0947 \u0915\u0930\u0924\u093e \u0939\u0948?<\/em>, \u091c\u092c\u0915\u093f \u0936\u0940\u0930\u094d\u0937 <strong>\u090f\u0928\u090f\u0932\u092a\u0940 \u091a\u0948\u091f\u092c\u0949\u091f<\/strong> \u0915\u093e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u092d\u0940 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0905\u0928\u093f\u092f\u0902\u0924\u094d\u0930\u093f\u0924 \u090f\u0906\u0908 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u091a\u093e\u0930\u094b\u0902 \u0913\u0930 \u0928\u0948\u0924\u093f\u0915 \u0935\u093f\u091a\u093e\u0930\u094b\u0902 \u092a\u0930 \u091a\u0930\u094d\u091a\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0906\u0907\u090f \u0939\u092e \u0906\u092a\u0915\u094b <strong>procesamiento de lenguaje natural para chatbots<\/strong> \u0915\u0940 \u091c\u091f\u093f\u0932\u0924\u093e\u0913\u0902 \u0915\u094b \u0909\u091c\u093e\u0917\u0930 \u0915\u0930\u0947\u0902 \u0914\u0930 \u0906\u092a\u0915\u094b <strong>\u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u090f\u0928\u090f\u0932\u092a\u0940 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0915\u0926\u092e\u094b\u0902 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0947\u0902, \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 \u0905\u092a\u0928\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0939\u0940 \u090f\u0906\u0908 \u0938\u092e\u093e\u0927\u093e\u0928 \u091a\u0941\u0928\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f \u0939\u0948\u0964<\/strong> development, ensuring you have the insights needed to choose the right AI solution for your needs.<\/p>\n<h1>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094d\u092f\u093e \u0939\u0948?<\/h1>\n<h2>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u092e\u0942\u0932 \u092c\u093e\u0924\u0947\u0902 \u0938\u092e\u091d\u0928\u093e<\/h2>\n<p>\u090f\u0915 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f (\u090f\u0928\u090f\u0932\u092a\u0940 \u091a\u0948\u091f\u092c\u0949\u091f) \u090f\u0915 \u0909\u0928\u094d\u0928\u0924 \u0938\u0949\u092b\u093c\u094d\u091f\u0935\u0947\u092f\u0930 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0939\u0948 \u091c\u093f\u0938\u0947 \u092e\u093e\u0928\u0935 \u092d\u093e\u0937\u093e \u0915\u094b \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u0924\u0930\u0940\u0915\u0947 \u0938\u0947 \u0938\u092e\u091d\u0928\u0947, \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u0947 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u092f\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \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) \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u0909\u0928\u094d\u0939\u0947\u0902 \u092e\u093e\u0928\u0935-\u0938\u092e\u093e\u0928 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902, \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0914\u0930 \u092e\u0936\u0940\u0928\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0938\u0939\u091c \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h3>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (\u090f\u0928\u090f\u0932\u092a\u0940) \u0915\u093e \u0905\u0935\u0932\u094b\u0915\u0928<\/h3>\n<p>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u0940 \u090f\u0915 \u0936\u093e\u0916\u093e \u0939\u0948 \u091c\u094b \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0914\u0930 \u092e\u093e\u0928\u0935\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u092c\u093e\u0924\u091a\u0940\u0924 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964 \u090f\u0928\u090f\u0932\u092a\u0940 \u0915\u093e \u0932\u0915\u094d\u0937\u094d\u092f \u092e\u0936\u0940\u0928\u094b\u0902 \u0915\u094b \u0907\u0938 \u0924\u0930\u0939 \u0938\u0947 \u092e\u093e\u0928\u0935 \u092d\u093e\u0937\u093e \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0928\u093e \u0939\u0948 \u091c\u094b \u0905\u0930\u094d\u0925\u092a\u0942\u0930\u094d\u0923 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u094b\u0964 \u090f\u0928\u090f\u0932\u092a\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>Entendiendo el Contexto:<\/strong> \u090f\u0928\u090f\u0932\u092a\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u090f\u0915 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0947 \u0938\u0902\u0926\u0930\u094d\u092d \u0915\u094b \u0938\u092e\u091d \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0909\u0928\u094d\u0939\u0947\u0902 \u092a\u093f\u091b\u0932\u0947 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u0915\u094d\u0937\u092e\u0924\u093e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948 \u091c\u093f\u0938\u0938\u0947 \u092c\u093e\u0924\u091a\u0940\u0924 \u0905\u0927\u093f\u0915 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u0914\u0930 \u0906\u0915\u0930\u094d\u0937\u0915 \u0932\u0917\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u093e \u090f\u0915\u0940\u0915\u0930\u0923:<\/strong> \u0915\u0908 \u090f\u0928\u090f\u0932\u092a\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0905\u092a\u0928\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\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\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947, \u092f\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u092a\u093f\u091b\u0932\u0947 \u092c\u093e\u0924\u091a\u0940\u0924 \u0938\u0947 \u0938\u0940\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0905\u092a\u0928\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u092c\u0939\u0941\u092d\u093e\u0937\u0940 \u0938\u092e\u0930\u094d\u0925\u0928:<\/strong> \u0909\u0928\u094d\u0928\u0924 \u090f\u0928\u090f\u0932\u092a\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0908 \u092d\u093e\u0937\u093e\u0913\u0902 \u092e\u0947\u0902 \u0938\u0902\u0935\u093e\u0926 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u0926\u0930\u094d\u0936\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0932\u092d \u0939\u094b \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0935\u093f\u0936\u0947\u0937\u0924\u093e \u0935\u093f\u0935\u093f\u0927 \u092c\u093e\u091c\u093e\u0930\u094b\u0902 \u092e\u0947\u0902 \u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0932\u093e\u092d\u0915\u093e\u0930\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u092d\u093e\u0935\u0928\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923:<\/strong> \u0915\u0941\u091b \u090f\u0928\u090f\u0932\u092a\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u092e\u0947\u0902 \u092d\u093e\u0935\u0928\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902, \u091c\u094b \u0909\u0928\u094d\u0939\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u0915\u0947 \u092d\u093e\u0935\u0928\u093e\u0924\u094d\u092e\u0915 \u0938\u094d\u0935\u0930 \u0915\u094b \u092e\u093e\u092a\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0902\u0964 \u0907\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u0938\u0939\u093e\u0928\u0941\u092d\u0942\u0924\u093f\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0914\u0930 \u092c\u0947\u0939\u0924\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0938\u0902\u092d\u0935 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917:<\/strong> NLP \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \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, \u091c\u093f\u0938\u092e\u0947\u0902 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e, \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0926\u0947\u0916\u092d\u093e\u0932 \u0914\u0930 \u0908-\u0915\u0949\u092e\u0930\u094d\u0938 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0935\u0947 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u0940 \u092a\u0942\u091b\u0924\u093e\u091b \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0928\u093f\u092f\u0941\u0915\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u092e\u092f \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u092f\u093e \u0909\u0924\u094d\u092a\u093e\u0926 \u0905\u0928\u0941\u0936\u0902\u0938\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<h3>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0940 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901<\/h3>\n<p>NLP \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u092a\u094d\u0930\u0917\u0924\u093f, \u091c\u0948\u0938\u0947 GPT-3 \u091c\u0948\u0938\u0947 \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u093e\u0930\u094d\u092e\u0930 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u093e \u0935\u093f\u0915\u093e\u0938, \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u094b \u0915\u093e\u092b\u0940 \u092c\u0922\u093c\u093e \u0926\u093f\u092f\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u092c\u093e\u0930\u0940\u0915 \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d-\u0938\u091a\u0947\u0924 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a \u0938\u0902\u092d\u0935 \u0939\u094b \u0938\u0915\u0947 \u0939\u0948\u0902\u0964 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u092e\u093e\u0928\u0935-\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u092e\u0947\u0902 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u091b\u0932\u093e\u0902\u0917 \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u0909\u0928\u094d\u0928\u0924 NLP \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0905\u0927\u093f\u0915 \u0938\u0939\u091c \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0938\u0902\u091a\u093e\u0930 \u091a\u0948\u0928\u0932 \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u0948\u0902\u0964 \u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u0907\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u094b \u0905\u092a\u0928\u093e\u0924\u0947 \u0939\u0948\u0902, \u0917\u094d\u0930\u093e\u0939\u0915 \u091c\u0941\u0921\u093c\u093e\u0935 \u0914\u0930 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0926\u0915\u094d\u0937\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0901 \u092c\u0922\u093c\u0924\u0940 \u091c\u093e \u0930\u0939\u0940 \u0939\u0948\u0902\u0964<\/p>\n<p>\u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e\u093e\u0930\u0940 <a href=\"https:\/\/messengerbot.app\/hi\/#features\">\u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u0940 \u0938\u092e\u0940\u0915\u094d\u0937\u093e<\/a>.<\/p>\n<p>\u0905\u092a\u0928\u0947 \u0938\u094d\u0935\u092f\u0902 \u0915\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0938\u0947\u091f\u0905\u092a \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0930\u0941\u091a\u093f \u0930\u0916\u0928\u0947 \u0935\u093e\u0932\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e\u093e\u0930\u0940 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%95%e0%a5%88%e0%a4%b8%e0%a5%87-10-%e0%a4%ae%e0%a4%bf%e0%a4%a8%e0%a4%9f-%e0%a4%b8%e0%a5%87-%e0%a4%95%e0%a4%ae-%e0%a4%b8%e0%a4%ae%e0%a4%af-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%ae%e0%a5%87%e0%a4%b8\/\">AI \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u0947\u091f\u0905\u092a \u0915\u0947 \u0932\u093f\u090f \u0924\u094d\u0935\u0930\u093f\u0924 \u0917\u093e\u0907\u0921<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/03\/natural-language-chatbot-2219034.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094d\u092f\u093e \u0939\u0948?<\/h2>\n<p>\u090f\u0915 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u090f\u0915 \u0909\u0928\u094d\u0928\u0924 \u0938\u0949\u092b\u093c\u094d\u091f\u0935\u0947\u092f\u0930 \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u0939\u0948 \u091c\u093f\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) \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092e\u093e\u0928\u0935-\u0938\u092e\u093e\u0928 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u094b\u0902 \u0915\u093e \u0905\u0928\u0941\u0915\u0930\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u092f\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u0915\u094b \u0907\u0938 \u0924\u0930\u0939 \u0938\u092e\u091d \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u092f\u0939 \u0938\u0939\u091c \u0914\u0930 \u0906\u0915\u0930\u094d\u0937\u0915 \u0932\u0917\u0924\u093e \u0939\u0948\u0964 NLP \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u090f\u0915 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0909\u0928 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u092e\u094b\u0932 \u0939\u094b \u091c\u093e\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0917\u094d\u0930\u093e\u0939\u0915 \u091c\u0941\u0921\u093c\u093e\u0935 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h3>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u092e\u0942\u0932 \u092c\u093e\u0924\u0947\u0902 \u0938\u092e\u091d\u0928\u093e<\/h3>\n<h4>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (\u090f\u0928\u090f\u0932\u092a\u0940) \u0915\u093e \u0905\u0935\u0932\u094b\u0915\u0928<\/h4>\n<p>\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\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u0940 \u090f\u0915 \u0936\u093e\u0916\u093e \u0939\u0948 \u091c\u094b \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0914\u0930 \u092e\u0928\u0941\u0937\u094d\u092f\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0939\u0948\u0964 \u0907\u0938\u092e\u0947\u0902 \u092e\u0936\u0940\u0928 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948 \u0915\u093f \u0935\u0939 \u092e\u093e\u0928\u0935 \u092d\u093e\u0937\u093e \u0915\u094b \u090f\u0915 \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u0924\u0930\u0940\u0915\u0947 \u0938\u0947 \u0938\u092e\u091d\u0947, \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0947 \u0914\u0930 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0947\u0964 NLP \u092e\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u091c\u0948\u0938\u0947 \u091f\u094b\u0915\u0928\u093e\u0907\u091c\u0947\u0936\u0928, \u092d\u093e\u0935\u0928\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923, \u0914\u0930 \u0907\u0915\u093e\u0908 \u092a\u0939\u091a\u093e\u0928, \u091c\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0947 \u0935\u093f\u0915\u093e\u0938 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948\u0902\u0964 NLP \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0938\u092e\u0917\u094d\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/p>\n<h4>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0940 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901<\/h4>\n<p>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u092e\u0947\u0902 \u0915\u0908 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902 \u091c\u094b \u0909\u0928\u094d\u0939\u0947\u0902 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0938\u0947 \u0905\u0932\u0917 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964 \u0907\u0928\u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0938\u0902\u0926\u0930\u094d\u092d\u093e\u0924\u094d\u092e\u0915 \u0938\u092e\u091d:<\/strong> NLP \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u0938\u0902\u0926\u0930\u094d\u092d \u092c\u0928\u093e\u090f \u0930\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u0905\u0930\u094d\u0925\u092a\u0942\u0930\u094d\u0923 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0938\u0902\u092d\u0935 \u0939\u094b \u0938\u0915\u0947\u0964<\/li>\n<li><strong>\u092c\u0939\u0941\u092d\u093e\u0937\u0940 \u0938\u092e\u0930\u094d\u0925\u0928:<\/strong> NLP \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0915\u0908 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0908 \u092d\u093e\u0937\u093e\u0913\u0902 \u092e\u0947\u0902 \u0938\u0902\u0935\u093e\u0926 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u0926\u0930\u094d\u0936\u0915\u094b\u0902 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\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 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947, \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0924\u0948\u092f\u093e\u0930 \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 \u092e\u0947\u0902 \u0935\u0943\u0926\u094d\u0927\u093f \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901:<\/strong> \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902, \u091c\u0948\u0938\u0947 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u0914\u0930 \u0935\u0947\u092c\u0938\u093e\u0907\u091f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0938\u0902\u091a\u093e\u0930 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/li>\n<\/ul>\n<p>\u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0940 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u092e\u0947\u0902 \u0917\u0939\u0930\u093e\u0908 \u0938\u0947 \u091c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e\u093e\u0930\u0940 <a href=\"https:\/\/messengerbot.app\/hi\/#features\">\u091a\u0948\u091f\u092c\u0949\u091f \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901<\/a>.<\/p>\n<h2>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u092e\u0942\u0932 \u092c\u093e\u0924\u0947\u0902 \u0938\u092e\u091d\u0928\u093e<\/h2>\n<p>\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\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (AI) \u0915\u093e \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0909\u092a\u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0939\u0948 \u091c\u094b \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0914\u0930 \u092e\u093e\u0928\u0935 \u092d\u093e\u0937\u093e \u0915\u0947 \u092c\u0940\u091a \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0939\u0948\u0964 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, NLP \u092e\u0936\u0940\u0928\u094b\u0902 \u0915\u094b \u092e\u093e\u0928\u0935 \u092d\u093e\u0937\u093e \u0915\u094b \u0938\u092e\u091d\u0928\u0947, \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u0947 \u0914\u0930 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u091c\u094b \u0905\u0930\u094d\u0925\u092a\u0942\u0930\u094d\u0923 \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d-\u0938\u091a\u0947\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092e\u094c\u0932\u093f\u0915 \u0924\u0915\u0928\u0940\u0915 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0947 \u0915\u0947\u0902\u0926\u094d\u0930 \u092e\u0947\u0902 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0909\u0928\u094d\u0939\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u0924\u0930\u0940\u0915\u0947 \u0938\u0947 \u091c\u0941\u0921\u093c\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/p>\n<h3>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (\u090f\u0928\u090f\u0932\u092a\u0940) \u0915\u093e \u0905\u0935\u0932\u094b\u0915\u0928<\/h3>\n<p>NLP \u092e\u0947\u0902 \u0915\u0908 \u092a\u094d\u0930\u092e\u0941\u0916 \u0918\u091f\u0915 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902 \u091c\u094b \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0940 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0928\u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u092a\u093e\u0920 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923:<\/strong> \u092a\u093e\u0920 \u0915\u094b \u0909\u0938\u0915\u0947 \u0918\u091f\u0915 \u092d\u093e\u0917\u094b\u0902, \u091c\u0948\u0938\u0947 \u0936\u092c\u094d\u0926\u094b\u0902 \u0914\u0930 \u0935\u093e\u0915\u094d\u092f\u093e\u0902\u0936\u094b\u0902 \u092e\u0947\u0902 \u0924\u094b\u0921\u093c\u0928\u093e, \u0924\u093e\u0915\u093f \u0909\u0928\u0915\u0947 \u0905\u0930\u094d\u0925 \u0914\u0930 \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u093e \u091c\u093e \u0938\u0915\u0947\u0964 \u091f\u094b\u0915\u0928\u093e\u0907\u091c\u0947\u0936\u0928, \u0938\u094d\u091f\u0947\u092e\u093f\u0902\u0917, \u0914\u0930 \u0932\u0947\u092e\u094d\u092e\u0947\u091f\u093e\u0907\u091c\u0947\u0936\u0928 \u091c\u0948\u0938\u0940 \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0924\u0903 \u0909\u092a\u092f\u094b\u0917 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u092d\u093e\u0935\u0928\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923:<\/strong> \u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u0940 \u090f\u0915 \u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0915\u0947 \u092a\u0940\u091b\u0947 \u0915\u0940 \u092d\u093e\u0935\u0928\u093e\u0924\u094d\u092e\u0915 \u091f\u094b\u0928 \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u093e, \u091c\u093f\u0938\u0938\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u094b \u0917\u094d\u0930\u093e\u0939\u0915 \u0915\u0940 \u0930\u093e\u092f \u0914\u0930 \u092b\u0940\u0921\u092c\u0948\u0915 \u0938\u092e\u091d\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964 \u0939\u093e\u0932\u093f\u092f\u093e \u0905\u0927\u094d\u092f\u092f\u0928\u094b\u0902 \u0938\u0947 \u092a\u0924\u093e \u091a\u0932\u0924\u093e \u0939\u0948 \u0915\u093f \u092d\u093e\u0935\u0928\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u093e\u092b\u0940 \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u092e\u0936\u0940\u0928 \u0905\u0928\u0941\u0935\u093e\u0926:<\/strong> \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092d\u093e\u0937\u093e\u0913\u0902 \u0915\u0947 \u092c\u0940\u091a \u092a\u093e\u0920 \u0915\u093e \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0905\u0928\u0941\u0935\u093e\u0926 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0928\u0947 \u0935\u093e\u0932\u0940 \u0905\u0928\u0941\u0935\u093e\u0926 \u0938\u0947\u0935\u093e\u0913\u0902 \u0915\u094b \u0936\u0915\u094d\u0924\u093f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u093e, \u091c\u093f\u0938\u0938\u0947 \u092a\u0939\u0941\u0902\u091a \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>Chatbots and Virtual Assistants:<\/strong> AI-\u091a\u093e\u0932\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938, \u091c\u0948\u0938\u0947 \u0915\u093f \u092e\u0948\u0938\u0947\u0902\u091c\u0930 \u092c\u0949\u091f \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947, \u092e\u093e\u0928\u0935-\u0938\u092e\u093e\u0928 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u094b\u0902 \u0915\u094b \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f NLP \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u091c\u0941\u0921\u093c\u093e\u0935 \u0914\u0930 \u0938\u0902\u0924\u094b\u0937 \u092e\u0947\u0902 \u0935\u0943\u0926\u094d\u0927\u093f \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u094d\u092a\u0940\u091a \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928:<\/strong> \u092c\u094b\u0932\u0940 \u0917\u0908 \u092d\u093e\u0937\u093e \u0915\u094b \u092a\u093e\u0920 \u092e\u0947\u0902 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u093f\u0924 \u0915\u0930\u0928\u093e, \u091c\u093f\u0938\u0938\u0947 \u0906\u0935\u093e\u091c-\u0938\u0915\u094d\u0930\u093f\u092f \u0938\u0939\u093e\u092f\u0915 \u091c\u0948\u0938\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0915\u093e\u0930\u094d\u092f \u0915\u0930 \u0938\u0915\u0947\u0902\u0964<\/li>\n<\/ul>\n<p>NLP \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u092a\u094d\u0930\u0917\u0924\u093f, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 BERT \u0914\u0930 GPT-3 \u091c\u0948\u0938\u0947 \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u093e\u0930\u094d\u092e\u0930 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u0947 \u092a\u0930\u093f\u091a\u092f \u0915\u0947 \u0938\u093e\u0925, \u092e\u0936\u0940\u0928\u094b\u0902 \u0915\u0940 \u092d\u093e\u0937\u093e \u092e\u0947\u0902 \u0938\u0902\u0926\u0930\u094d\u092d \u0914\u0930 \u092c\u093e\u0930\u0940\u0915\u093f\u092f\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u0915\u093e\u092b\u0940 \u092c\u0922\u093c\u093e \u0926\u093f\u092f\u093e \u0939\u0948\u0964 \u0907\u0928 \u092e\u0949\u0921\u0932\u094b\u0902 \u0928\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 NLP \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u0928\u090f \u092e\u093e\u0928\u0915 \u0938\u094d\u0925\u093e\u092a\u093f\u0924 \u0915\u093f\u090f \u0939\u0948\u0902, \u092f\u0939 \u0926\u0930\u094d\u0936\u093e\u0924\u0947 \u0939\u0941\u090f \u0915\u093f AI \u0939\u092e\u093e\u0930\u0947 \u0924\u0915\u0928\u0940\u0915 \u0915\u0947 \u0938\u093e\u0925 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f \u0932\u093e\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0930\u0916\u0924\u093e \u0939\u0948\u0964<\/p>\n<h3>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0940 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901<\/h3>\n<p>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u094b \u0915\u0908 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u091c\u094b \u0909\u0928\u0915\u0940 \u0909\u092a\u092f\u094b\u0917\u093f\u0924\u093e \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0938\u0902\u0926\u0930\u094d\u092d\u093e\u0924\u094d\u092e\u0915 \u0938\u092e\u091d:<\/strong> \u092f\u0947 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0908 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928\u094b\u0902 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u0938\u0902\u0926\u0930\u094d\u092d \u092c\u0928\u093e\u090f \u0930\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u0938\u0902\u0917\u0920\u093f\u0924 \u0914\u0930 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a \u0938\u0902\u092d\u0935 \u0939\u094b \u0938\u0915\u0947\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\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947, \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u090f\u0915 \u0905\u0927\u093f\u0915 \u0906\u0915\u0930\u094d\u0937\u0915 \u0905\u0928\u0941\u092d\u0935 \u092c\u0928\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u092c\u0939\u0941\u092d\u093e\u0937\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901:<\/strong> \u0915\u0908 NLP \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0908 \u092d\u093e\u0937\u093e\u0913\u0902 \u092e\u0947\u0902 \u0938\u0902\u0935\u093e\u0926 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u0926\u0930\u094d\u0936\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0932\u092d \u092c\u0928\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0905\u0928\u094d\u092f \u0938\u093f\u0938\u094d\u091f\u092e \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923:<\/strong> \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0909\u0928\u0915\u0940 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e \u0914\u0930 \u092a\u0939\u0941\u0902\u091a \u092c\u0922\u093c\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>Aprendizaje Continuo:<\/strong> These chatbots improve over time by learning from interactions, which helps them provide better responses and adapt to user needs.<\/li>\n<\/ul>\n<p>By leveraging these features, natural language processing chatbots can significantly enhance user engagement and streamline communication processes across various platforms. For more insights into the capabilities of chatbots, explore our <a href=\"https:\/\/messengerbot.app\/hi\/#features\">\u091a\u0948\u091f\u092c\u0949\u091f \u0938\u0941\u0935\u093f\u0927\u093e\u090f\u0901<\/a>.<\/p>\n<h2>Understanding Human-Like Interaction in NLP Chatbots<\/h2>\n<p>Natural language chatbots have revolutionized the way we interact with technology, mimicking human conversation through advanced natural language processing (NLP) techniques. These chatbots utilize various methods to create a seamless conversational experience, making them invaluable for businesses and users alike.<\/p>\n<h3>Techniques Used by NLP Chatbots to Simulate Conversation<\/h3>\n<p>NLP chatbots employ several techniques to simulate human-like interactions effectively:<\/p>\n<p>\u2013 **Natural Language Understanding (NLU)**: This allows chatbots to comprehend user intent and extract relevant information from user inputs, enabling them to respond appropriately.<br \/>\n\u2013 **Contextual Awareness**: By maintaining context throughout a conversation, chatbots can provide more relevant responses, enhancing user satisfaction. This is crucial for understanding follow-up questions or clarifications.<br \/>\n\u2013 **Sentiment Analysis**: NLP chatbots can analyze the emotional tone of user messages, allowing them to tailor responses that resonate with the user\u2019s feelings, making interactions feel more personal.<br \/>\n\u2013 **Dialogue Management**: This involves managing the flow of conversation, ensuring that the chatbot can handle multiple topics and switch between them as needed, similar to a human conversation.<\/p>\n<p>These techniques collectively contribute to creating a more engaging and effective user experience, making chatbots using NLP a preferred choice for businesses looking to enhance customer interaction.<\/p>\n<h3>The Importance of Context in NLP Conversations<\/h3>\n<p>Context plays a pivotal role in the effectiveness of natural language processing chatbots. Here\u2019s why:<\/p>\n<p>\u2013 **Improved Relevance**: By understanding the context of a conversation, chatbots can provide responses that are more relevant to the user\u2019s current needs, reducing frustration and improving engagement.<br \/>\n\u2013 **Handling Ambiguity**: Context helps chatbots disambiguate user queries that may have multiple interpretations, allowing for more accurate responses.<br \/>\n\u2013 **User Retention**: When users feel understood and valued through contextual interactions, they are more likely to return, fostering loyalty and long-term engagement.<\/p>\n<p>Incorporating context into chatbot interactions not only enhances user experience but also drives better outcomes for businesses utilizing these advanced technologies. For those interested in implementing an NLP chatbot, exploring resources like <a href=\"https:\/\/messengerbot.app\/hi\/#features\">\u092e\u0948\u0938\u0947\u0902\u091c\u0930 \u092c\u0949\u091f \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902<\/a> can provide valuable insights into creating effective conversational agents.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/03\/natural-language-chatbot-2356482-png.avif\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>Understanding Human-Like Interaction in NLP Chatbots<\/h2>\n<p>Natural language processing (NLP) mimics human conversation through a combination of advanced algorithms and machine learning techniques that analyze and interpret human language. Here\u2019s a detailed breakdown of how NLP achieves this:<\/p>\n<ol>\n<li><strong>Text and Audio Input Analysis<\/strong>: NLP systems process both written text and spoken language. They utilize techniques such as tokenization, which breaks down sentences into individual words or phrases, and part-of-speech tagging, which identifies the grammatical components of each word. This allows the system to understand context and meaning.<\/li>\n<li><strong>Understanding Context and Intent<\/strong>: By employing models like BERT (Bidirectional Encoder Representations from Transformers), NLP can grasp the nuances of human language, including idioms, slang, and context-specific meanings. This understanding is crucial for generating relevant and coherent responses.<\/li>\n<li><strong>Conversational AI Techniques<\/strong>: NLP chatbots leverage speech recognition and natural language understanding (NLU) to interpret user inputs accurately. These technologies enable chatbots to engage in more natural and fluid conversations, making interactions feel more human-like.<\/li>\n<li><strong>\u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u093e<\/strong>: Once the input is analyzed, NLP systems generate responses using natural language generation (NLG) techniques. This involves constructing sentences that are not only grammatically correct but also contextually appropriate, enhancing the overall conversational experience.<\/li>\n<li><strong>\u0928\u093f\u0930\u0902\u0924\u0930 \u0938\u0940\u0916\u0928\u093e<\/strong>: NLP systems improve over time through machine learning. By analyzing past interactions, they can refine their understanding of language patterns and user preferences, leading to more personalized and effective conversations.<\/li>\n<li><strong>Applications in Messaging Platforms<\/strong>: For instance, Messenger Bots utilize NLP to facilitate seamless interactions with users. These bots can handle a variety of tasks, from answering FAQs to providing personalized recommendations, all while mimicking human conversational styles.<\/li>\n<\/ol>\n<p>In summary, NLP mimics human conversation by analyzing inputs, understanding context, generating coherent responses, and continuously learning from interactions. This technology is pivotal in creating more engaging and effective communication tools across various platforms.<\/p>\n<h3>Techniques Used by NLP Chatbots to Simulate Conversation<\/h3>\n<p>NLP chatbots employ several techniques to simulate conversation effectively:<\/p>\n<ul>\n<li><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e<\/strong>: These algorithms enable chatbots to learn from interactions, improving their responses over time.<\/li>\n<li><strong>\u092d\u093e\u0935\u0928\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/strong>: By analyzing the emotional tone of user inputs, chatbots can tailor their responses to match the user\u2019s mood, enhancing engagement.<\/li>\n<li><strong>\u0938\u0902\u0926\u0930\u094d\u092d \u091c\u093e\u0917\u0930\u0942\u0915\u0924\u093e<\/strong>: Advanced NLP chatbots maintain context throughout a conversation, allowing for more coherent and relevant exchanges.<\/li>\n<li><strong>\u0928\u093f\u091c\u0940\u0915\u0930\u0923<\/strong>: By utilizing user data, chatbots can provide tailored responses, making interactions feel more personal and engaging.<\/li>\n<\/ul>\n<h3>The Importance of Context in NLP Conversations<\/h3>\n<p>Context plays a crucial role in the effectiveness of NLP chatbots. Understanding the context allows chatbots to:<\/p>\n<ul>\n<li><strong>Provide Relevant Responses<\/strong>: By considering previous interactions, chatbots can generate answers that are more aligned with user expectations.<\/li>\n<li><strong>Avoid Misunderstandings<\/strong>: Contextual awareness helps prevent misinterpretations of user queries, leading to smoother conversations.<\/li>\n<li><strong>Enhance User Experience<\/strong>: A chatbot that understands context can create a more engaging and satisfying interaction, encouraging users to return.<\/li>\n<\/ul>\n<h2>How to Implement NLP in Chatbots<\/h2>\n<p>Implementing natural language processing (NLP) in chatbots is essential for enhancing user interactions and providing a more human-like experience. By leveraging NLP techniques, businesses can create chatbots that understand and respond to user queries effectively. Here\u2019s a detailed guide on how to implement NLP in chatbots.<\/p>\n<h3>Using NLP Chatbot Python for Development<\/h3>\n<p>Python is a popular programming language for developing NLP chatbots due to its simplicity and the availability of powerful libraries. Here are the steps to get started:<\/p>\n<p>1. **Choose the Right Libraries**: Utilize libraries such as NLTK (Natural Language Toolkit), SpaCy, or Rasa for building your NLP chatbot. These libraries provide tools for text processing, tokenization, and language modeling.<\/p>\n<p>2. **Define Intent and Entities**: Identify the intents (user goals) and entities (specific data points) your chatbot needs to recognize. This step is crucial for training your NLP model to understand user inputs accurately.<\/p>\n<p>3. **Train Your Model**: Use labeled datasets to train your chatbot. This involves feeding the model examples of user queries and the corresponding intents. The more data you provide, the better your chatbot will perform.<\/p>\n<p>4. **Integrate with Messaging Platforms**: Once your chatbot is developed, integrate it with platforms like Facebook Messenger or WhatsApp. This allows users to interact with your chatbot seamlessly.<\/p>\n<p>5. **Test and Iterate**: Continuously test your chatbot with real users to gather feedback. Use this feedback to refine your NLP model and improve the overall user experience.<\/p>\n<p>For a practical guide on setting up your first AI chatbot, check out our tutorial on <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%95%e0%a5%88%e0%a4%b8%e0%a5%87-10-%e0%a4%ae%e0%a4%bf%e0%a4%a8%e0%a4%9f-%e0%a4%b8%e0%a5%87-%e0%a4%95%e0%a4%ae-%e0%a4%b8%e0%a4%ae%e0%a4%af-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%ae%e0%a5%87%e0%a4%b8\/\">\u0905\u092a\u0928\u0947 \u092a\u0939\u0932\u0947 AI \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0938\u0947\u091f \u0905\u092a \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a>.<\/p>\n<h3>Resources and Tools: NLP-Chatbot GitHub Repositories<\/h3>\n<p>Utilizing GitHub repositories can significantly streamline the development process of your NLP chatbot. Here are some valuable resources:<\/p>\n<p>1. **Rasa**: An open-source framework for building conversational AI. Rasa provides tools for intent recognition and dialogue management, making it easier to create sophisticated chatbots. Explore Rasa on GitHub for comprehensive documentation and examples.<\/p>\n<p>2. **ChatterBot**: A Python library that allows you to create chatbots that can learn from conversations. It\u2019s user-friendly and ideal for beginners looking to implement NLP in chatbots.<\/p>\n<p>3. **Botpress**: An open-source platform that combines NLP capabilities with a visual interface for building chatbots. Botpress is suitable for developers who want to create chatbots without extensive coding.<\/p>\n<p>4. **NLTK**: The Natural Language Toolkit is a powerful library for working with human language data. It includes functionalities for classification, tokenization, stemming, tagging, parsing, and semantic reasoning.<\/p>\n<p>By leveraging these resources, you can enhance your chatbot\u2019s capabilities and ensure it effectively utilizes natural language processing. For more insights on chatbot features, visit our <a href=\"https:\/\/messengerbot.app\/hi\/#features\">\u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u0940 \u0938\u092e\u0940\u0915\u094d\u0937\u093e<\/a>.<\/p>\n<h2>How to Implement NLP in Chatbots<\/h2>\n<p>Implementing natural language processing (NLP) in chatbots is essential for creating effective and engaging user interactions. By leveraging NLP, businesses can enhance their chatbot capabilities, allowing for more human-like conversations and improved user satisfaction. Below are the key steps to successfully implement NLP in chatbots.<\/p>\n<h3>Using NLP Chatbot Python for Development<\/h3>\n<p>Python is a popular programming language for developing NLP chatbots due to its simplicity and the availability of powerful libraries. Here are the steps to get started:<\/p>\n<p>1. **\u0938\u0939\u0940 \u092a\u0941\u0938\u094d\u0924\u0915\u093e\u0932\u092f \u091a\u0941\u0928\u0947\u0902**: \u0935\u093f\u092d\u093f\u0928\u094d\u0928 NLP \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u091c\u0948\u0938\u0947 \u0915\u093f \u091f\u094b\u0915\u0928\u093e\u0907\u091c\u0947\u0936\u0928, \u092a\u093e\u0930\u094d\u0938\u093f\u0902\u0917, \u0914\u0930 \u092d\u093e\u0935\u0928\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f NLTK (\u0928\u0947\u091a\u0941\u0930\u0932 \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u091f\u0942\u0932\u0915\u093f\u091f), SpaCy, \u092f\u093e TensorFlow \u091c\u0948\u0938\u0947 \u092a\u0941\u0938\u094d\u0924\u0915\u093e\u0932\u092f\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902\u0964<br \/>\n2. **\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0940 \u092e\u0902\u0936\u093e \u0915\u094b \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u0930\u0947\u0902**: \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0940 \u092e\u0902\u0936\u093e\u0913\u0902 \u0915\u0940 \u0938\u094d\u092a\u0937\u094d\u091f \u0938\u092e\u091d \u092c\u0928\u093e\u090f\u0902\u0964 \u0907\u0938\u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0914\u0930 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<br \/>\n3. **\u0921\u0947\u091f\u093e \u0924\u0948\u092f\u093e\u0930\u0940**: \u0905\u092a\u0928\u0947 NLP \u092e\u0949\u0921\u0932 \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u091f\u093e \u0907\u0915\u091f\u094d\u0920\u093e \u0915\u0930\u0947\u0902 \u0914\u0930 \u092a\u0942\u0930\u094d\u0935-\u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0943\u0924 \u0915\u0930\u0947\u0902\u0964 \u0907\u0938\u092e\u0947\u0902 \u092a\u093e\u0920 \u0921\u0947\u091f\u093e \u0915\u0940 \u0938\u092b\u093e\u0908, \u0938\u094d\u091f\u0949\u092a \u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u094b \u0939\u091f\u093e\u0928\u093e, \u0914\u0930 \u092a\u093e\u0920 \u0915\u094b \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092c\u0928\u093e\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964<br \/>\n4. **\u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923**: \u0924\u0948\u092f\u093e\u0930 \u0915\u093f\u090f \u0917\u090f \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0905\u092a\u0928\u0947 NLP \u092e\u0949\u0921\u0932 \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0947\u0902\u0964 \u0907\u0938\u092e\u0947\u0902 \u0907\u0930\u093e\u0926\u094b\u0902 \u0915\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0938\u0902\u0938\u094d\u0925\u093e\u0913\u0902 \u0915\u094b \u0928\u093f\u0915\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0936\u093f\u0915\u094d\u0937\u0923 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<br \/>\n5. **\u090f\u0915\u0940\u0915\u0930\u0923**: \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u092e\u0949\u0921\u0932 \u0915\u094b \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0922\u093e\u0902\u091a\u0947 \u092e\u0947\u0902 \u090f\u0915\u0940\u0915\u0943\u0924 \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\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930 \u0938\u0915\u0947 \u0914\u0930 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0947\u0964<\/p>\n<p>\u0905\u092a\u0928\u0947 \u092a\u0939\u0932\u0947 AI \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0938\u0947\u091f\u0905\u092a \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e\u093e\u0930\u0947 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u092a\u0930 \u091c\u093e\u090f\u0902 <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%95%e0%a5%88%e0%a4%b8%e0%a5%87-10-%e0%a4%ae%e0%a4%bf%e0%a4%a8%e0%a4%9f-%e0%a4%b8%e0%a5%87-%e0%a4%95%e0%a4%ae-%e0%a4%b8%e0%a4%ae%e0%a4%af-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%ae%e0%a5%87%e0%a4%b8\/\">\u0905\u092a\u0928\u0947 \u092a\u0939\u0932\u0947 AI \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0938\u0947\u091f \u0905\u092a \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a>.<\/p>\n<h3>Resources and Tools: NLP-Chatbot GitHub Repositories<\/h3>\n<p>\u092e\u094c\u091c\u0942\u0926\u093e \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0914\u0930 \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e NLP \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0935\u093f\u0915\u093e\u0938 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0930\u0942\u092a \u0938\u0947 \u0938\u0930\u0932 \u092c\u0928\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939\u093e\u0902 \u0915\u0941\u091b \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 GitHub \u0930\u093f\u092a\u0949\u091c\u093f\u091f\u0930\u0940 \u0914\u0930 \u0938\u0902\u0938\u093e\u0927\u0928 \u0939\u0948\u0902:<\/p>\n<p>1. **Rasa**: \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 AI \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0922\u093e\u0902\u091a\u093e, Rasa \u0907\u0930\u093e\u0926\u0947 \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0914\u0930 \u0938\u0902\u0935\u093e\u0926 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u0915\u0930\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c \u0914\u0930 \u0938\u093e\u092e\u0941\u0926\u093e\u092f\u093f\u0915 \u0938\u092e\u0930\u094d\u0925\u0928 \u0924\u0915 \u092a\u0939\u0941\u0901\u091a\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f GitHub \u092a\u0930 Rasa \u0915\u093e \u0905\u0928\u094d\u0935\u0947\u0937\u0923 \u0915\u0930\u0947\u0902\u0964<br \/>\n2. **ChatterBot**: \u092f\u0939 Python \u092a\u0941\u0938\u094d\u0924\u0915\u093e\u0932\u092f \u0906\u092a\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 \u092c\u093e\u0924\u091a\u0940\u0924 \u0938\u0947 \u0938\u0940\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0905\u0928\u0941\u0915\u0942\u0932 \u0939\u0948 \u0914\u0930 NLP \u0938\u0941\u0935\u093f\u0927\u093e\u0913\u0902 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0936\u0941\u0930\u0941\u0906\u0924\u0940 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u0939\u0948\u0964<br \/>\n3. **Dialogflow**: Google \u0915\u0947 \u0938\u094d\u0935\u093e\u092e\u093f\u0924\u094d\u0935 \u0935\u093e\u0932\u093e \u090f\u0915 \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u091c\u094b NLP \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u0915\u0930\u0923\u094b\u0902 \u0915\u093e \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u0938\u0947\u091f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092e\u0948\u0938\u0947\u091c\u093f\u0902\u0917 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0938\u093e\u0928 \u090f\u0915\u0940\u0915\u0930\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<br \/>\n4. **Botpress**: \u090f\u0915 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 AI \u092a\u094d\u0932\u0947\u091f\u092b\u093c\u0949\u0930\u094d\u092e \u091c\u094b \u0921\u0947\u0935\u0932\u092a\u0930\u094d\u0938 \u0915\u094b NLP \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947, \u092a\u094d\u0930\u092c\u0902\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0924\u0948\u0928\u093e\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/p>\n<p>\u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0914\u0930 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e\u093e\u0930\u0947 \u092a\u0930 \u091c\u093e\u090f\u0902 <a href=\"https:\/\/messengerbot.app\/hi\/#features\">\u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u092a\u0943\u0937\u094d\u0920<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/hi\/exploring-natural-language-chatbots-how-nlp-transforms-human-interaction-and-identifies-the-best-ai-solutions\/\" data-essbisPostTitle=\"Exploring Natural Language Chatbots: How NLP Transforms Human Interaction and Identifies the Best AI Solutions\" data-essbisHoverContainer=\"\"><p>Key Takeaways Revolutionary Technology: Natural language chatbots leverage advanced NLP techniques to transform human-computer interaction. Contextual Understanding: These chatbots can maintain context, providing relevant and personalized responses that enhance user engagement. Multilingual Capabilities: NLP chatbots offer multilingual support, making them accessible to a diverse global audience. Continuous Learning: By utilizing machine learning, NLP chatbots improve [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":254279,"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-254280","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\/254280","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=254280"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/posts\/254280\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/media\/254279"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/media?parent=254280"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/categories?post=254280"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/tags?post=254280"}],"curies":[{"name":"\u0921\u092c\u094d\u0932\u094d\u092f\u0942\u092a\u0940","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}