{"id":525,"date":"2023-08-22T10:33:29","date_gmt":"2023-08-22T10:33:29","guid":{"rendered":"https:\/\/globealley.us\/blogs\/?p=525"},"modified":"2023-09-22T11:05:55","modified_gmt":"2023-09-22T11:05:55","slug":"chatbot-best-practices-kpis-nlp-training","status":"publish","type":"post","link":"https:\/\/proqubix.com\/blogs\/chatbot-best-practices-kpis-nlp-training\/","title":{"rendered":"Chatbot best practices KPIs, NLP training, validation &#038; more"},"content":{"rendered":"<body><p><\/p>\n<h1>How To Delete Your Data From ChatGPT<\/h1>\n<p><img decoding=\"async\" class=\"wp-post-image\" style=\"display: block;margin-left:auto;margin-right:auto;\" 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\" width=\"307px\" alt=\"chatbot training dataset\" loading=\"lazy\"><\/p>\n\n<p>Or you might have used voice commands to order a coffee from your neighborhood caf\u00e9 and received a response telling you when your order will be ready and what it will cost. These are all examples of scenarios in which you could be encountering a chatbot. Identifying an underperforming chatbot is not the same as knowing how to improve it. After all, recent studies show that 67% of consumers prefer self-serving than speaking to a customer service representative. If you\u2019re using a chatbot alongside a marketing campaign, new user spikes will generally indicate high levels of interest and engagement in the campaign. Contact centres receive countless routine interactions every day, so if you can automate as many as possible without affecting service levels, you will reap significant time savings for agents.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" style=\"display: block;margin-left:auto;margin-right:auto;\" 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tO0KGHQInYkBAjPmR9EEF0gSunph374JicEeFWyh\/ZbvNz35\/wB9yotHP3VSHE7AG\/F0\/mrzbHB0DyHZHeuxz80JqXwO0EEEJBo4zLI2MdXOAH8UlW1Ebp6gRvAEchbz6jqnlta11dFuftDTuz9BlJy22jtFlhvEVbHcnVTTJICwO7mQuPDvt6quWyyOhxpK0GslN0mjcMHwNPXC16G3Q2u309TLO2PvRuAd8lWeyi0wXamjL2yPIdk9Tgf2Jz2h1F1uFzFot0QhpqfwB3U\/ZY8iU32ethisePlH5LnbdT2AGOU10bZYwc4Wy6OutquUDGMuLXB7ck5GV42n0RUQnbFqMsqMZMZfjP8ANSul7vrLS9VH3V0knYOMNqNzfzVGTApL8WX4vMeKSUonveCiiji76GTcxvXZ0Udb6gWu7PjfHnc7fknGAeiofZf2lm925lPI4FzuHAu56Z5VhqqmW73CeGLvNzWgEsIyAsE8fF0z38eVTjaLjc+1bR+jqcVeoLtDTR+eQT+Sz29e1tBd6x9r7PrVV3WpPIEUZOG\/Mf8ANVPU2iLLPBUy6nusjqVp8bHT+Jv8+FK9m1y0\/pGiLND6RkfGQO9lFP45B5An4irYvHjWrMeSOTJNpukS1l9orUtJcPdNdaPuNJSTjaZ3Qlvd581TfbIpKOr0RYtS0obIyWTuO9H4mOG4H6rX6XVemtd0hoLlY+6eXd1IJW4cD888rOfalskbOxKmoYwDFR1bGtdniMYwDlcxuCyppdkfIwzhicZ6PEemMfpt8R5ilppGjPXITupaI3uib0Dz+Q\/tRbLTtZc6Hu8F8bHRvI6Pz+ZR60OFTICCMOOfqvdcrlR8pnShERDiBgIp6FdXD0VtV0ZU66LDZpXCjIGP2jvzTqpkd7tI\/jIbhMbMQaMjIzuSl2ldFbpSMjg8rHL3NmP1Mtvkjn3KTdz4nfmmKUrXmStc8uLgc85yk1sWkZ3sNH8Sexc9fJMo\/iT2A4OVXLZwUk+Epq3qfqrK\/T8tRp79KU4JkiBcWgZJH0VbO3q0EZAJz6pHZyWgIuwepXHE7jyVzxDrlWFZ1zQ3GFwPIGOEOT6lDB9CgFEEn4\/mh4\/mgEKZ47s8FKhwd0TekG5mAn0dJI4ZYCfVDq7Ykgln0srB05RBE4nBQnxQk95aOOvp6qwWnTD5421t2d3cBG5kRyC5J6St0NbqCmbVN3RRu3Eev1Vv1UyaCqD+6c6IuwwD4WqDbTHFEW+pjp27KSnjiZjHh64TSSoklzvOR5Lkg3ZJJSa422dI26sJaTwoLHOFYrk0GPJUDsG\/qeq7EjIIWEDPCKDlOHMG08lN8AEgeqmQOO5aR8le7C4Pt7ZB0e9xH8VRJPC3I9FedN\/5HhPzf\/SKHVsk0EEOPNCwdUWGCqnLWuEFO92CfMtwMKD08JZbdVRtc0Q7QXMcSeSpcNf+j7lK34WxABQelxPPQ3OGAbpG93JtHUgHnCrlsvwxUpKL\/wBPRnYVpsQ6Mq76wuAAla0v6EjqAqRqC6VUdVVVGx7nklrS0Zwtl7PZoabskpaGEN3dy9zwPNzyMH64Kpk+kZ5nuEcYcHkkl3PVYXOpWephTnDiYrU1F5dBJcIKGF0rHDL5Wd6\/B8+eMKYprVfnaXbqupibC4TGGNghbE6U9dwa3gjy6HlbFZ+z9sTXd7ExwOPCRwfklNSad90tppYmRtY\/OQOMZ9FKOdHf4k7szHRmqrzartSy08srQ+QHaOmPPP2yvdmjLFFX2CovcYHfTU4Dc9QSOc\/yXiW026mguQewElruM4XvTsoPe6VaHAYLGNx9lh8tpvkj1\/BjKEeMjzh206Z1DFXMpIzM6jcHd5I13wE85+YWadkvZprqv1dIbzcLj+io3Oc6ohqpWSPw0hgjIcMckE56Y817l1ToO1aphfLUNYJIjnxHGR6D5JjYNFW60EujY+Mny4x\/DChjyuMekW5\/F+87k30VjRHZnfaIx1d\/vjq8tP6l8jMSiPya94HjPzIykvafsccnYjemxsBdTsiqB\/8ATK3P3wtqoqaOSFu5+dgGABhULtwt777o+bS1IGvmu746QMxgje8Dg9OmSqU\/zU\/k7NvJFQlo+ZlLQG13Wj7p7nB8hfz5Ao97ZsuU23hpdn7qY1NRCy67m04+Rj5LXI6Nzh+Ig4CYaiY337P743H6r3MUnJps+X+oYowTS+GQ64eiU2D1KTIdz0wtbPMr5Jqyf4u76pHVMzoLVK4HggjHml7Ft93du9VDa2rGxwCFrvE5vQ9MZKyNXM0JuMLRnwJdyepRth9Qufj+6O44WmLtFII43ZzkJ\/TxOPPGOqbRNBwPVSlvgL5WMPQuAUZbJqKo0zR1PH+iBFPFuZI3BHyVA1tYBY68zRN\/wac5bj8PPQrVNPQCGgijDfDt6nqm2sLJFdbJUQiPdI1u6P6pHZyaSRiL4yHHOFxzgRgIYfFmJ5y5vhOeq40ZOCrCgNH5oy4GhvRdQAQRWvJOOEZAN6ENwAMKy26Fj2fC3yzwqtREt5Cstrldgj6Lj0Wj6ooozzhoTYW5h6Nb9gn8pJZk9UKUB3J6KsCFmiNHdInty0OdgkcLQqyNlZCIZWjp+IKhySNhqIZADgSNytDbC58bZTjxAFKbBQrzbJKCXjO0nPywowvaG7sgjorvdKUVgc1456BUqelfTzPgePCDkYQDOqJkpy4t8\/RQxjJDnNYSBnkBT87Mw7G+uVHVcYgpWlg88uUougMQDs5CSeG7sABPJYXMhEri3Dug80wc4CTKmVy2CpjAY05HTorppz\/JMI+b\/wCkVTJv1wAbxx5q46de1tqiaT5u\/NAtkqgACcHzRQ9p813c0RmQvAAOMef\/AC++E0TfbQ5klDLJWQgcEcu8j9VXNGXNtqvDJJzshnaYnOJwMnplW6ssN4p9I1V3qLdPDRyj9VLKwsEn+iHYJ+uMLOmEnw8gsOPv6quTt0XOTxSjNHq\/s7u3e6fq6OYhkcLmbWsOAG+uPRTUt2ME1PCGkh5GSOhCxzsAvc9bW3Sy1kr5JRTNdA8\/u7sYP\/8AdFo9\/qu5mo5qc4aAGEHqCFi8iLiex4udTdo1OhZSOh7+WNuA3OAFn2u7swveyDpkAAdeifxapENvc58hYNnn58LKNS6odXVJd3hEQcMEdTg8rPji7uj1smVOKi9j2zCR9XEDE4uc7zbyV7f7InPGk4Wuc7ftbkE8+a8KW7V1JFcYo2SOeWvHi2Db\/HK9ddmPaTFT2iOlgdG4920vbxzwcY\/mqvIhL9EvGyRb6ZrtQ7vWFrvCG\/jPT+KYUN0qRWOp5cObn4uu1U+l7QKO\/ieiNuqbe8P2Ne8tJeflhxx98KsXjVl20vqCMzk1VBVN2tmYfHE\/90+RCw9o3uS0ehqaqp3QNDpgCBxh35rKe1vUdJpwU10vF0ZRU9KZ6wzySBrQYoHlgaScbi4tAxyThTVn1A2ppI3CXLntBXlz28b2amm09p9sje8eJZnscSPTB4+it8eH3MiRh8zJ9nE5LZ5divlRftWVt9qwN9S4yBx6kZ81J3oPe6OoLid4wOVXbID720uBO8gYx5q5X+111JbLZWzUcscFZG8wSEeGQsOHNB9QcZHzXvpRhOkfMSfPE5P5K5lw6ko4G5uB6LjmlxyEaLODjrgrQ+zAiWtIFNRvkkAAGT4vRZ5qi4ur7g5zZCWsG0AHjqf7VZb9exQ2sQtLu8m449MHqqJ45CXuIySoRXdk2+grQ7gnKVGHcDlcx4cfJdiBa7nzGFLpEBxSjLwCPsVZbBS95XxAs3NyDjGR1UBRRh0zQR1V60vRPFWyXHHAVb2WrRfbfG2OINBHHknYaHZDsYdhvKShY1n1Sq7HZyTTRg2q7ebXqKso9vG7vW8eRB4CiOnRap2h6OfeWi8UeRUQeFzR+Jqy0xSNcWPYWub1B6hTuyiR1h65KNkeoSZaW9VxdIhmg7hwUdF3j0KG8ehQDSj6Kx2scE+mFXKPorBb3Y6H0UXotRLyyN2YJSlLxwm79pPOCloOBwoAEkTp6iGFg5dI381p4a2GlYx3VoAKz6wta+8wB4Bw7Iyr\/VHJdk+anHQIudrXOxjqVX73QtljzG3xNOVZJw0c9FFztMjngdMKLjQKM7vOWSAAg44TWsjJY1hHGcqavNIYpGzMHGcEAJlUQ74A7zJ\/gFwEFWvL2hvQN9FHEYJ5UlXRlhPPmo0\/ER5qcdEXG2Ga7JDT06K1aWp62tomRUkJkOSAAOeqqR4BWp9jFU2lr4SWhwcduMepH9iSdIljhckM57RdYHFktJKHNbk+Fb1pbsnt2gtG6X1\/eqJtxumoqU1dHNKCYKHJ8MYZ073byS7PyUt+i7ZcK9wlpY\/E0\/gHovR\/ZtpWj1N2B0dLcqXdSsdU0jGuwS7ZIQ1zc9Mf1LO5SfybHjjHs8e9pM1Re7HWzVlQ+WTZkuccnA8h6fZYAKPLHS8jccgL032iaOr9N3G42O6ODsNeaUtHErSOD\/y9ViOobTS2plS5srAInMjbuGXPk2jPHoF3FfLsjmjzVxOdjd\/p9N9olDNWZEVWH0Zz0zI3DT\/vLY9SvkgrnUvVjX7gT1C84y1XcOpq6N472mc0tcAAdwfkEAdFuMuqKLVNnp7\/AEbnbixsdQwnlsjRhx+hK55kHKqLfCmopo7qm\/VFJZWx048cjg0YHl5qguFZcmvIc2PB4Lj8X2V5kpzdLfE+OMPdG7nIyMH\/APxZ\/eLNUUl4iuFJNIC2XD25IGFnxSSfFm7Kp5vyXwS1h0TW1NQ0x3KBgc7JD5QBxytnsekr\/DHC2HVVspqd+N7m1IL8DrjB+apGjzW1s8AkoLbJHhrXmYvYTt6ngOGHdOnmvR+i3aYs9Q8VFl0xCBBgOE75nB20nO3uxk8j+CrztN0jb4fj0vSREWiyUVC\/vWatfI8eOR8cT3MIaPxHHoq1cNfafuD5W2\/VMF3gicPDBktBPQ59Vde0qjbrfTx0tZLhdqaauqGulqBG2naItoBiYxviw4DHP1Ta6diNrtGmKCx2yjjp6o1EHfFjQMNYeScfJYp8IR7PSl42XqWl\/ppWmsUlstLe5c+WtDXNx+BpbnleR\/bQv\/6V7U47RDUb22elEDwMHDyQTleo9Sant\/Zxpm46rvEoFPaYA2FjusrtuGtb8yfyXz41Ffbjq+\/V+qLrKH1d0ndUSEdOTwB9BgKz6fjcp\/c+EeP9Tztfh+xWw0Bqa9jI25YHAlfQKzeznT9o\/sgU1iEDY9RUjJbvaJnY3CoOS2POOkhAbj1IK8YdjOmajVeoqe3UUZe8kDa38R9F9d+zyxtsekrVamxuYYKSNpDujMN8h8it7yJZDHwisNHxSLntJDxh2XbgRgg5Pl5I7DtGQtv9rjsBvfY32j116ia6bTGp66qrLZMxvEb5HuldTu\/dc3LtvkWj5LDsku4HGeMdFtjO0eTJU6KpqiR\/v8cJPhbEHD6lRTOn3UjqY5r2knnYwfbBTJgaIskDOVMiFXW\/EElk7uvmlmNLnAAqEgS1qjLnB4GcEBatYKNkMbC1ufCOqzmw0T5HR4BwX8\/NaxboxHRt4w4YGVEtWh6zr9kdEZ1+yOhUJucQSAcDzHqsm7TbTHbrnFWUzNrKgZI8itc2tPUA5Wddr\/8Ai9D8nYH0U4nGrM5xuAJXNg9Su9HuHkMLqkQaoI5gAzyirpLj1yuYPohwbUoywqboHAA5+ShaPGOSpWnlbGMjnKi9FqJfe1O45GNHJUQKvIztXP0gFAFhtNQyK70zyeC7Cv07sAh3XKyAXLu5I5AcFr2n7ZWqwVTK2jjqYzlr2jldToCFVMX+EfRNHSiMOHmRhLzFodkFMZ3knojk2BpUQCSMukxklQlRGWb\/AE5wpqZxkBbnATKrhPdO4\/CeVwFTr4y4tBGcuwPqizWeSGn797Ru8vopaOla+pjbJnBcpO7MiMQha0YDeqnHQKC5jznhaH2WvdTV0TicbX5P0yqlU0QYSAeHFTmlbhJboxUx8HcR0z55XZK1SJwdSTPT9qrIJ6gyPkHIOPFjyXsXsxqrbH2Oacp4zGylZRmR3Pxyuc4v\/mcfVfMsa+uzS0xP2kHOccfRevPZV7QbtqHssuVhvdLKRYq\/vKeR7Rtlppt7sDz8MjHj7hZ3Fx2a5TUtEn2yaUpdS0HvFK3ZUwSPfA3q7bnJyfQryP2oaaqXVDKWgpJJZp5mksaMncen8cL1vd73BU1DmCV23vSx5dwcegWV3+O02PWFPfpoDLBEdoGcgOwQHfbK4nxdojfVHkGtttbSyPgmpnskjcWuYR4mn0IUrpHUNZYrh3L8upKp4bLF5NH7w+a0PXdDTOrn3CnYHPe4l5x8XzKoVXRR0ckFSYyYu\/YzJ8ySOP4Kza7MydS6NboKv3WmApnB0D8kOHp5Jn3cFTITLBvBPXH5pSCkba45aTkxseS0\/I9MfbCVorrQ0Uje8iLmSZyHDqvPnF8vxPdxTUUuRO6bgobWGye9gNb1yM9VfNP3q1SVsTG1bZMEZDG4Kzv9N6cqHiAMMQeQ07TyzPqrpph+jrHI01DppXxvw57ZOpH9XKrnCdWerg+pShUYTpHonSVLRl4qYaEmRzRh8p3fw9FN3eiMbo6yubsOcuyfRUi1dtOkbXRCN8OwRR5bK93hP1KKNVXLtFgN1po5YrUzMbHHj3l4Hi2erBx4vPyXnZsWT\/vTNEvN5vfJs8v+1n2kVmoNR02kKGrJttvBmk2O8NRNngn6eixSeL3N1PDI8Fwj8WBjk8q49tMUVBrqu3xB5AOAfI56qqaHsN67R9ZW\/TFuYZau4TtYzaMnBPiJ+QHK93CljwxUT5PyZOeZp\/s9eewx2VXa63uHXclORbaeYs3BvBIbjIX0Xoy0RBnm1u0fRZj2QaBs3ZbpOj0naATFDGwEg8F+PE77nK0+mYBGH56qpLk7Zou40eXv7o1S08ns\/wBNVSRMdJBqWg2OJ5buZMDz5AjIK+akbh+9kgZyeM+X2+i+22sNHaa17YKvS+r7RT3K01bf18Ezcg8EAj0IySD5FfMr2ovZVk7Cq2lv+lblU3TSl3nfTwOqCXT0UoBIikdjD2kAlruvHK1Ypp9M8\/NicXaPJ+pWg3RrXecbHJnM0NYAPRSeow2K494\/4u5a3H9agzOCCCc8rSZgDghPaCE1FQ2MD4+EyGDhXDRenpqxwrp9zAw+EAZBUJAu9hsEMNLE5zQHgcqzxt2Ma30GE1pWljGtLcYCeKJLk0dYcFKEY+6TYMlKk5x8kInFnfa8xxpaJ+PCH8n0WiDqmd1tdFc6cUdbTtlZu811OgefX4Ly5rgQQMELrXADBVs1foCtskz6u3RmWkPO0DlqqB+jh8iOVNdorlsVQQQXTgypOWcpzuI6FJU3EQPk7olEOp9hg946OKKgOTgJWmpaiqk7qnhdI70AXKRJ96EsZWh6BuEs1qnpJnF3ckd3nyCiLdoyvnYJHRCM+e7HKt+ntOvtrZZZJwS8YDAOEpHY6C1Di3nPRR8lRlykLgNp2kYKhahxacj1SkdFhK0vwQka2UYLW8ZGEgJXB2fJGe4Eh+enJTpAi53GB7ZHc4dwlJ6vvWgk54XasskdjKj5N0JwOh5XUBKpcXZ5+isOkrHV3OmZBQ0jppS95IHQAE5JPkOFXpGmQA7QQeSHdPuvUvYf2Y6LvXZdaL7qm+1jo6h85Fvtje5c8NmeMSyHkj5BRb6OpOWiyezb7OPZ7qKjr9b6\/ujbvT22pdRxUVPJ3cXfNALi5w5IG4L0dHNoDT9guFm09aKC1GYN2tp2YMhbw0Enk8crD6jU9j0LbXWfR2lo7Va5Hbp9kjnyOJwA89cuGByo+TUc9cTUU9Xua45y3yVMnZpjFpdjnVFTPHWyFh8TXfD6D1+6p93lqK6J0UzRgjBJUtWSyVkmXbmyM8W9zsh+PIhM44WVjjiPa8fE30+f0UDpnN8sDnRPpmku3g7CfILEJX1LZW0csznMhmILSfxA7c\/w4Xrg2X3kd1IwgdFgXad2d33Tmp43UFvmqILtLtpmQwlzzKSB3eByS4kYHmeicivLF7SLdaq419upnyHc9rfE4+fAA\/JOKu1w3JjYy\/uXN\/GEwsth1Tp+mhpdT6VvdnkfK+mZ+kLbPTB0rGB72AyNALg1zXEdcOB8wrLT0znEgMJLBl2OcDOOf4LPJuMrR6kFHJBJMpUmlNQggUs1PUEEYGdjjyr9pjsW7Sr\/ABxPpau3RMAHEj3EgH5j6LjhUwMZU\/oe7uhcyeVkzLbO6JzIHNbM8PDNpbGXNDyDhpODgrauz\/VZbZmQRUjxhrXd5sOMYJz\/AAz\/AAPoqsmfJGNJHcWDDkn2+xpov2Z6GEMqO0C+y3cxOxFQwgwRAHkh55c4fwWzOt9LbaD3SjgZDBDHtjjYMNa0DgD0HyVXbrmxWV8cd+u0dPPIWN2ua4kl7i1g4B5JaQB5kFMtUdrekqaxVb6OsrJJY6Wqma5tuqSwsgdsmfu2Y2xuIa52cNJAJBKyVky7PUx5MHiXG1f\/AKeHu3WrNdr66PjIOJSwD6f1dV6H9hXswZaTXdrVyosPnaKa1b+cRk+KT7np8l5+01oys7Xu1WOyUxe2GqldLX1DekFPnLnfUjGPuvpLpPRttstvobPYohTUNC1kUUTeha0YXpSlxioI8OlPI5mr6dkdKGvdzuwVcqZpcwAKtabpXMiJ24x0VmZKIo8E89FyOiwLXghgp4+DJw4jzCz7td7PdF9pGnYtCawoquei71tW11HO6F8UrQ4NO4Ag\/E7g+vKuV6vMFmpnSyvHfP8AC1n5FVCOtmr3l0hLnk9fUqSaTDSez5Le1\/2W2bsf7XX6S0\/cqmtoZLdT1kT6kNEjd+7LDt4OMAZ6rDto9F6f\/uie8e0Ph4x\/1FRfnIvMWMgkeXVbcb\/G2eVNVJj60UZuFVHABxva0j5ZW2WS3soLfFCGAYHkqP2d2ERt\/SEjNz3EEZ8gtGb4W8pJ2QFmHIz5hHDnZCQaC524dOids\/D9lEBmdUdBBABDqc+a5kZwg93dg+qALIxhYQ5oIIwQeeFmuvdFshhdfLbE1rRzJGOhWiEukJKb3inMlnqcDJLNv3SxRgjs7chE3O9U9dFJTO7mrhkicfJ7SEi6IE5DXEeuFZaK6Y0pRup2fUpZsMj3ARt3evyStqove4hsdsaFJ4prezLfE89T9F04uxKhss0+0Aje5waB6rTLLY6Kz04LY299+JxHxLOLbd5BdKeodDI+Nko3bRwVpdTcA8bihNKhzLV7sMOMN6YQjrGN8BH81CS1+CTlNjcnbs7ufohIf3Mtc4uB+eFBVB3eWMKRlqY5IyXDJwoyZ4Jw0YQDff8AJFLzgoOGDwinofooSAi5u45ykpYg7glLrhaD1CKVAYP3RHhucHhesewSIjsttT3NBy6oxgYx+uevLT4WPBG3nyXr\/wBnu2d92SWZ7hlxdU8\/\/eeq5vjst8eNEzcLb7xAQGB3XjCzerZU6Rrw94eKF8hEgP4Oeq3GOg7uUMcM55UJrTR4uNvlkbECHjnjPCqTs2SVlJgmhrG95DLwRkfMHphOqOj76UFpFPMD4JHctPycqFFW3HRteaKeN8lGXZDesjR8s\/ktCst1obsyN7JmFrsFpbwfv5\/ZdKmqLVp6gjrXS0tVD3FVAB+rdyX\/ADb6hWugt1u0\/qfRusr6bdBRWTUtsraqe4NaYY4xUNY6RxJAZtDi8O5wWA4UfZKeKcU8NYJGNiO+KsjGZIz6Z8x8jwrNLbBqK3VOjdSFtMaqNj2T7dzHsYHN3tGQfxA4zwQFWpcXZZKPOHH9kHL2kdhmt6z9Odo920ZcZmao15VmirbgHUlQ2OlAt0hjfKcCUxtAcMbi44IyAI\/QkHsxah1TQayuV47KrdTVmmNNT3bTdXJEyliqpnPFxmgM1Q1sL2BrA+NofKQ4Fu09dMvXZPo\/V+m\/70LnbaZ+ynjbSVr6djKgSxxhoe54HBdgHA4O5YFR9mFXpQvfWWmGso4ZjC+ZsLZBT7TjZLn4CS3IzwQQc84U5eWo\/wDJHD4Ll+POi8Q9onYzpvR8mnbN2h6dZRW\/SXaVa6OA3aORzfebhCaKIFziXGVjdzQSS8NJCh+0PSHZ9T6P0nedIaOprBqPV1tPaBcLPXsmpH2W3WigLqulia5pLBUVLXPaS1rXtBA+Ljs9m01W0fu89upJGzZD2uhaQ7jkEY6LGu0DSOlrdVGaGmkc5rO6w6oldujAA7s5ccsx+A+E+YUH5kJri49lkvpWXx2pY5mlR9qlKzSVfcLddLbb9SVF40bc7XQXB+4yPgqax73d3lpkDN7N2COPNLN7RNKR9kDrDeu0q0Vuom9nHaDQVbnXBnfTXGquMUkbC0uJD5huc1vxOGeuMrD59Q3m8yU9js9IKmrmaGxwsiy\/A6DP4R5k9MFelOz7so0PoRkGp9e909llgZC6Sopt0UVRMA6R+0AkvcWn1AYwHjLsyhl4rR3yPHXu3+THHs19hsfZ9o+CeVkVRcrzGyWtnPLmgtBELfRrQQPmcr0xYLTHRRxRSsDABhvnlRtmoqMwwyUDIjSSMbNTvhd+rexwyC3HXI81Y4Hkv9zbgvI3OcejW\/2qiTt2dg+KpljoixmCAGtb1Sd91LbdP2p9zuTnNjziKMDL5nfha0dSSVDXXU9HYqUPc18j3jEcLcb3n6Ho31Kq8VHctR3A3m9EFzRiCJjj3cLPRvnn\/wAx6+S6nRYnYrDJddSV5uF1a6NrvhhJz3Y8hnzPKslLTwUzQAM4CNSxRtiDWsAxxwm9fP3J\/V8fzUW+7DPmB\/dF3tk9oYuaMbbHRD\/if2LzXZ6GS41sdLEDkuBcceS9F\/3QeQS+0C\/PLnWSiAPzzIsp0XZPcoBVTNBfIc5+WB\/zW+D\/AAR5WTuT\/wALbboWW6mETGDIAJx5KRhm7wA56+SZPdHsDWtwCMdUvSgDAC6QJKEYZ9SnLPw\/ZNoj0HlhOY+Tj0QCq61u7zQYATylAAOiA4GgeSbyu3u24wlpXFo4KRaA52SgORx8HlCR7Gt2PG5vmPVKEtjYTjlMXvMhJJ6oBGpoLdXgx1dFHJu83DJULLoCwSyF4EjM+TTwFPoZPqgMesFsulbbo3U0RAPR+Rwp+m0PAxzZ7jPvLuS30SumbmafTtNGyNpczq7PVLS3CpmJ3v48h6KXJnFFIce52a3tDKZmNvlgpnUXamce7DNpPQ4SEsj3Egnn1UZVNeTuHBCcmdJczBzck8HomknxJlBVuJ7p\/GOhJTpzg04B3fNOTB3c\/oRx9UWToEbPGURztwxhOTAk8HK61wIwD0RwR5tz90mQYyXYyDyuN2A6C6wB44KN3fzXAJvGWOHyK9uezVRl\/Y1aXY494q\/+O9eJ+6zxnqve\/sp07pOx6xPikjY81VUWmT4WuFS\/BJ9AcH7KGY0YPZonb7QvghEwaRsxknjCd2qCK7WvYXAl42gep6L0H21WW66v0jYLU2uoxdY\/eHyROlpcVHdxbnVDZY8YBHDWkDOPus29mu4OhsWp6HTlVa4tYGSBtvNa+MPNGM993JkO3vA718sqmOzTKVI8zdo2iNlW5zonYOSPng4z9PmsrYLnp6uFVREhuf2bx4XjOMj5r6bydl2mu0KVldrRtlrLpBfoY7yYKuKKEURp+jQ1waSX9doySqVaOyfsg05P2e6u\/QdlErb7DS14udaZDO17pm7mhsro3tZ+ryx7GlmBk8qZnnk77R5N7O+0qiqZRDVnDw0O7t4IcBjOfmPot70\/UWO\/0fdyVjZInEOYMAvjkz1aeoOfJLRez12OXCpq66\/6Qs0JqbpdDqWqZqd1O\/S0EbC6lkpWB\/6x0nUjDhkloxhP6eg7JND6OFRBo6mu1VadJWS8iY32aF9dVVM\/dTROYHYGGhshA5yccBReNv5JRz9pUTdqFbHH3UVTS1RY3wVOQHHnyHk4c8qHsz47Vrq60vuu633aGP3oyjLGzkEAkHjDuAc9Su6V7V+y7TXtJ3XQlfXUkNttldUUtvqap4fTd8YQYN0gJBZvON54zwcYytr\/AEjW1xrY9b\/oasrnadrSyGKeFr3fAdpdAchrjjaQc46dcqt462XPPFbPN\/aZ2T0LqKouuj6uCima0yiic5whk+TTnwfTpleVING647QdWv0varFK64Rv\/wAJkkdtjpW56veOMDqMHJxxnlfSyHs67OdX3q7MuLKJ9vc6kjkZT3CQmhlfTB8mHiRoa0POASH8gDAzwnpafQVmtuhYqK32GlElqqqOnqJqhpa64RlzYmVHOcE4cXOHVwXF46k+Vln8+VVVnmm19kmnex+36Z0\/bnRVN0vTN94rXQgzzMi\/WO24+BvG3HTgZ5K1OrorVd6Ophjm72ju0QZVxuAG88gPa4dHYftcBxwteopaZutrLq3VF3jF4hsVxpqmn7qjlFENjXbwIDh4c8AN3kHjGBnhjYO0j9LdoVLSWOKnZa5bZK+uqq6gip31k8UTzG8RjLWgOLeh8uQVb9ppbKHm5O6M+F8o7dBFbbfJDDBSRsg7wECOnY1oAbnzOCD8sokusmZ\/R2mIPe6tw5mJ2xN9XOccBxz5Dj1TjQdupLn2ktv+vLjT1tY9s0kT6prW07KnuyIcsADA0EZPHpla1Q1F7p31s2u5LXUTiy1cbIo5oGOkyGcF0Qzzjw+eFVwsfca2jJrVaqkTfpC5yy1ddMBue\/q0fIDorNSR5YDGC7jPHPC0q26K0TU3Gdr2UhoZnQjYypJdTl0W8kneOAeMnOU9sbrU39FCKkoGsfZ6mF5dMAXyeMCNwzx0Bz81OOG\/kLPXwZhJJtYMEcjdjPOPp1UPWT95N3LTl2Mkeg9f5LU6jT2m3VEggt9JNdG0MMotIr8QiQkh\/wCsznLWgHbnzVc1hFp2m0ZfqaxUlHO6gu7SKk1m6VrXMaTsOfG0O8HzByovFXyd\/kf4fK321rQb37RnhbuhistEXuzjHMioMFP3EYhZy1vA+i2D2s2Mb2xOqNuXy2unyfQAuwP5rJWncM4WjH3Ff4ZMiqTOMY9x4HmpCnje3khJwMBGfknkcfh6qwrFIwXOGPROAMOA+aSibt5yl2N3ndnCAMggggAg8BoPecBDpyVH1td4u7YNwP4soDlTUGRwa7o3okgc8hIhxeSSlWfCEAZBG7v5od380BmWnT\/1LApBR+nATZoAFIkEdVN1QCloJyQkJ42u4A6pyGk8gIFpAyRwoAg6uEsILeCuUtWQdkx3FScse\/Kiqum5Lh0UlVdgf7yR14XEypKvb+recZ4T9n73kV1pUAqNkOIa\/lvQj5I4IPRJn4j9VAHHRGB3et4jPAHzS8e15HHCNE4Nbt9eFx0Pu476IF2eUA492bt3Bvlle8fZTY5nYtZT6zVw\/jUPXhGikEjC5xwSMkei97ey1GP+hOylnP8AhFb\/APsPVGZs0+N\/YzSrlTd5RysABYW8tPIPX18ueixxkwtepXxtAYwSEgAY88rbZmt2P3nGRhYx2hURproysYMjOSfQqiLdmyaRsWnni40UJwHNxnBGfPP5qta407TvL5o6aNrtuwkDHHH9gSPZtfTJRsZkdQCrvqGg96pHOAyS3KstiMVRkVJpikrY5myUsb5HYDyR8WOef4qi6p0nLY6t1UyBhY7xNaRuxyPX6BanQSutl0244zgqz1tmt98pXtfH4XY\/Nc\/0hJdM86UVJYa1sbq60sEwORLE4xvH3HXr5rT9FQ0NJSH3X3mTGSGzzjb19G49AnVf2QUsshmopO7fyUybpu72aJ1DHVB+88ld5NlCjWkXrs8qpoayuuT+5ho6qfdNGGgiN2MMd9zgH5lX+porbR2+WvrKWEDaZHvLBnY0ZPI+Q\/ksx0VBNSF9HVAvjn8BZtzvB8sK7X2eKagodIVFVDPPV+CXbtDpKZvLy0H4sDDTjplVy2XQuiNs0O2kFU9gbNVPdUPxwcuJIH2BA+yfMY0P3Y555z6om0Mmcxvwt4b9McJ5BCHDI5USQvBFvdjGc9R5dMdFLU8LWDaRnIHXlMadgaeFI0\/xo+ziSWh5TMjaMbRjOceuOiUmmGA0kkNORnlEeCxpJCbSzEt6IdE6mfIe7cQWjIIODn1PqqjVSh9X3XUHHB6ZUvda3ZEWg8qPtEPe1XeAZDvzRIM8Ze1xAR2sxkD\/ANmQfm5ZDCzHhcFuHteQFva6GgeJtqpQR95FjkbS0jcMLZi9TBl9gMa1oG0eScsPhH1XG9QlFYVijOoHyS48I8KQYOEZAd3u9UZhJ6orSAefPhNrldW0DO6j5meOPkEAS43EU4MDTiR3Q\/JRkW5w68pOOJ8rzI85c45JT+KLaPmhONAZGGt5HVKsY3aOF1gIHKMhF7OtGTgo+xvok0EOGZaaZ\/1JC\/PRSLm7vNNNMsb+gYeFIbG+iATAwMIY3cJTY30XQ0A5AQCLofCchR9VFkbdqmDucMDH8EhNT5GSEBVZ4HwuznzynFJVZPdv9PVOqun3ZBCi5YnMI2qV2qBNBwaBg5RxtIHB5UTS1jmu7mbjz3KRbJgAg5Hr6rjVAX2EHI5Tmnnc07S0bfQpGF7X9OqVDXZ3N\/JcApLRscTPSkuI8bmjjHmQvffsoRuk7D7K4jae\/reD\/tD14JglfERjAz146r357KEgl7EbOT1FTWjj\/aHrPmNPjf2M0quj2MPOVmmvqT3qldK1uNufutUuEAdGSAqNqOnbPC+nI4OQPqqY7NsjP9C3p9BVtp3kgbvVb7QVMdbRFpcHFzOPlwvM9TBNbLo7aCS12cBbPoW+d9Sxl4IccB2fNTOJ0MdR2+WmqO+jZ0PonenL01p7uU9OMZ6q1Xi3R3Glc+JnPks3qaGottwewEjBXHoiahTvp3RiTIO4fwUWbWyW55MW9u3eDjhVaq1nS6dslbdrhKwQUFO+ok3u2+Foyef5fdYHrX2mtI6tgt8OmavUtouWA2skkusZp3ZGP1cQb4ACM89eq7GD2Vyyxjs9F3zVdn0tc4mVEzGkHqMAD5k+X5+nKxjVntAatumtZq\/s+NBWWmygMdRSgsqKhzcmUbc\/C4Anpub3Y\/fKqNqvFfqANmh1VHUuDg5pnjD+QcjkHIUhU9m1xqRc71NRTSfpjDrlJQVRfHUnGA58bjy7BIz1wSrYcYu5FMs9vo3Psw7WtJ9p9I59mkdSXOEf4VbKjDZoneZHk5vnnrz0ytRoo2kYwvL\/AGUaPivOoLq+SqdQyDuRSCnLu9hiZtLnku5Li4ubjoGYx0Xp6keWYGeBwq8\/C7gXQmpoeOYGEYPVOYfCQ9N5HNMW8dWpVriGj6KksHNTKSw4Pko2WpIBBSs8w9VFXCp2Ny09V1KwRt0nMkoiH4vNTen6It2ZOcY8lAU8YrJw5\/OCrtY6YBgOOgHmpXXQZ4q9smAQ9sjm5zm1Uh\/nIsPxv56Y4W7+2kAO2hwH\/umk\/ORYSzp91pxepgy+wYeEZ9Eqwd58sJDJkcGx9AcO\/rS7fB8KsKxQu28Lo5HCTJJ6pnXXEUze4iO6V3THkEArcbiyibtjw+Zw4A\/CVD08MsshnqXF73nJyjxUry4ySEuLuSSnzGlpaCEB2ONrfJKtZg5yu7RnOF1ABA8DKCI9x+HyQHe8Hoh3g9ERBAUHTAzp+kxz1\/JSmw\/uqO0mw\/3vUnPqpjuz6oBDugeTwkXeE4PCe92fVNJ4zu6oBaMtI4wuyQ729ElCecJ61uRnKAhKym88ceaiKqAK01MG4EY6qGq4NuQQi6BXpIy12AMpSmqn02WlpLTwSfIJ1LCAc7U0c05ORwpewJanqA5oc3BCfwyBxBPCrkEr4X5z4MdApGlqxIepHOOV3igTYw7pyvePslnb2MWlhOHCprcj\/wDIevAkUxAJ3dF7u9k6qaOym2xE5xPV\/wDHes+eNGnxv7GbpVMDoOThUa+gR1OX8N55V\/fGJIQfUKo6ppAGZ2\/dZo7NsjItY0IhqRVwnc13xEeRU\/oa8FsbGu42kBIXmmEkD2vbkdcKJsDn084Z0aSplMpUzebZUNqIGybxhw5UVfLAZ9zw04\/ewozT1zfAzZOSWOxtKt3eioYWjxA+ihyJrs84e0K6ttugKigpYXGS4VEdNkD8Ocu\/kF5VtljiFQ8yUkgcThxLep816D9s68Obc7DpairJYZIY5a+fu3YGHeCPOPo4rA7HHeoXB8N6lAIGARvH81qgrgYMsrnRdOzezQP1tAWUu1kELnnb0y4BvQ8dCVZYNZaptt1rzaL5LHRzVTyIH4liADiBx1Hn0SfZ7d7rJZbnd7l7rK+gGyGTZ3W\/HkSPXonoueha+COSos9fZKl2O9ft7yHcec5GcdSqW7KzT+yDUN8vOqaSGutsbXNZITUwu8JZjJy08hegaeV4cAQVjXYrbKZj56+iq4quNkHdsljdnxOceD6cLY4Duw\/yCrk7N2CPRKQyZbh3CNJKWH5JFrxgHHRdmcCzcolojPVbGOJ6+Siqmcy4BHmu3Co2nGeqQpwZHjPKnHQJG005MgcW4GfRXK1NLSBjjIUBbI2hoyFZLezofIKL2GeHvbS\/7aZPlaqX\/wBSwTvXOPdMGW+bh5Fbp7a0xd22PY3g\/o2nz9PEsOa1oHHHqteL1MGX2FIRsbj5I+4xgvd06cptPVxUzMyO5xwPVRsk81XJjcWx9ceasKx3VV7nZhhPJ5Lv6kjSwZdvIPqM9V2KmY0gNz6nKdsj2eaADGuz0Sm13og04OSjgg9EABnAyuoIIAEgdUk5zS44KO88YTcjBwgBk+qGT6riCAqOkmN\/vdo\/upV7QMYUXo\/nTdIpyAQtmbJUtcWNPIHmgGybVDQOVfrZR2S4ZkitpaAOXPGGhVbUHuL6x\/6PaO7aOcdEBBwyO7wjhP4nuPHGFFyHbIMHCs2lLN+lpDLLJiGHl\/PVAMnse4ZwP4KMqqfdkkLQG1Ok4ZPdO6a9oPL9pP8ANQlRZ4LhcXUtpbva4bg4ngICi1EBHACj5oSM4HX5K4jTdfVXB9BTsjMrDg5dlMI9KXa4XWW1RMHexOw5zR4Bz6qURZUnMc12D0Qa5zHbmnlWyv0JfKB8RqI4TFJIIw\/PBPPn9lYdR9mTYLRTVVpha2eNhkqN7uDx0CmLRn1PX7gWOPOCCvb\/ALJ16YezujpQ4bmVFRj6GZ2V4ts2jb3qFj3W6BoaCW7zxtP9a9P+zTUT2a0ttNS79dDNO04OAf1pVGRWnZb4zqVs9pUr2yU7C09Ryou\/wGWLbjywENPV\/vNNGAckDkKTuMBmiy0ZyPLyWWkejLsx67EQvmilAyOAoRtM+KNs7RwT1Vl1dRPiq3O2k5PPChaYvcwwOaSCfMdF0zz2WPT1QwtbGTuAHGVb7XUOj2000m0nkH5+SoNCx1Fh7cnccD6q2WmodOW7xyejneRXKLItUjyd7WdTdaLtbqO\/t7JIJ6GnFO\/4jsAIP05yqBp6Sil2xz000bgOSCAFYvaUv9JqPtVuDHXb3d1CW0sTRKRljR8uPi3ffKgrBQ6gjjZJabyKjI+B2yUD7K+NqJ5+T+xmiWK30btOS6ftteyPvZA9z6gFpxkenr0S396t5oKkCemY+PILHwybm89eRz6KPsmorlaAW3vTEc5xhz4807wP6JVxsF3ptQ1MVssstTTSyuGIKmPAA6Eh44djPRVy2cNe7JLNFabA+RkQjkrpi95aANwa3HQfRaNTyjbtaq3aqZlot9PbmSGT3dm3eQMuPmePVTNK48O6qDSN+PqKJmJxIASlQ8Mi2ptDKQ3OE3uVaGwYBGVGK77JkPVTSSVndnGB0UpbYecu8woiHEk7XHqT1VioIwMYIKPrQJmkY1oBCm6F2xhJ6Y5UXTNAaOFJR8QkjpghSSQPB3toVkX\/AE1SyOPIt1OP6Swae6bRthaXOx9l6G9q+026q7W6i73B26GOggY1u\/AcQXc\/PzWOGLTVRFIY6cQSNGR05K1wSUDBk9iqR08tU4zTlx53Yz081IQxMaMjKn7VQ09RapyyjDpHOcGuJ80zltVVTRmZ8IDAcEt5wulY0a0Hk+XCOndHbKqsiMsEQc0HGcrs1vnilZFJGWOJA5HCAaNAJ5RwAOil6y0dzA19PjcB48\/1I\/uEMtsa6KI97nrhKBDLjjgZTyotlZSx9\/MA5h\/dHRJU1BU13EELnD97Bx\/FBY1Li7qkn\/EU+rrXV0MW6SEgE5yMnCewWQVNB354keMs9B9UFkC44GUXefQI9RGaZ7qeUl0g6kdG\/VI5HqEBW9HMI05SHjzU22KSdwhiYXOceFDaP\/zbpFO08j4pBLG4hzeiAs1rmudCY7VNad0bxy8deeeVC6js723U0tuhL3Obktb1CeR6puMbAwmNxH4iDn81Gtu1ZSVfv0cm6XGMv5ygKxcaSopKp0NRGWOYcEFXPQE7JqCrt4OHvDiMdeW4VWvVXNX1L6qcje85OOia2uuqqGo7+mlLHfyQFobY7mKh8IpX9Th3kVL6doqihvnulS3bIYyfl1Cj49ZXR8DYy2DI\/EGnP5pGO5VnvIrXTF0vqfT0RdMNX0TNrt9XT6mqKmSJwjG4bsdcplQ18lBeLr7zSyOp3yOBkjbkjJPVHk1RdSWytexm38LQcH68qOZfbpRVM9XTyNHvDi+RhblpOc9FPkiLg0H1TaQ2zx3W2XKofBHI1z45OA1xz0\/mnWspLqbDb\/czM9r25kLOcjHX6KCveobld6c0k7mMjLtxbG3AJGf7UItYXmO3NtuYe6Ywxglp3Y\/inJHOLJ2ubcY9EUI08xwc6OITGNviyWjP3U32C36pppe5rZXd\/DVPDweuC49VQrLqW72QbKaRskec7ZQSB8+CEfRGqJYdVF872t99mkZhowN+8kY\/3f5rjaaosj00fRHRtzaYotrs7m9VfYHd5EBkEhvKwnszvraq3UrnP6Dafr5rarPO2Zo54xwsD\/GXZ6mNpopOtKR7pHyNGAOVTKaRu92ePPlazqe2tqI3nByfRZZdqB1HKS3cCAcLqdleSLb6FqCqZNO9js7T4foPX6qZqa8WCgmqpZMU0UL5TJ14a0lViz5yc9eVG9qeqI7Z2YXaCR4D6iMU0TicFu74sKUdool0uzx9fr3FfdT11xudnkdLLM5zpY+d4JLs4PXqVYLPS6cnjaW1s1tcepliMXn+8Oqrtog1CZxKBT1Lc7uWbhgk4GfJXairKZmBeNNFxHU0soB\/g5XyMl3Ky62Kn1nQW\/vbPdW3KiPXMrapp+od4mq+9lMNTcdUd7XWilpZqZgfmIFrDk4Phxweiy6gt2kKqY1Fr1BPQVB+JlS10RB+T2cFbj2PUVZSW2prK2rdVyktjZM5+8Obkng\/YKmWyzH7GjPnfK9z8Y5Ix9OFKUU5IUCajBIIGU9pqp7W4w3CibeaRYe\/cIstcoe41j3kRh3Ll19fti5womSoM84dxgdMId5omaKNzi3kKzW6MtwchVyg5aFYqDc0Zbz9UOpp6J+mBcAQnkkrYKIl2fM8JjRvfs5AylbnMGW9xHXBQ6eKPalhmr9b1EUBDntpIDt8\/wASw6G2V72vf7q9oHqtW9pW5VVL2rTOhfjFHAcHofiWZv1FcJ43sPdtDuDtBH9a1QacTz5qpMkLU58FjqnDh7N5HyIyjW2aeqtVQHhriR5qFhuNRDSyUjdrmy53FwOeUamuNRDTvpY9oa\/qcHK6QJWlpmW+3slmll8bvhj5KVu5zbopI3EvaWlpPXH9qjKe71lPGIm7HtHTeMotTcqisYIpAwDOctBBU1JURadkrdn1goqd0LHHfFl2ErD7yLKx0bDvwVFfparbTe7eFzcYyQcrkF6rYIhC0sLR6g\/2pyR1q0SVvdUy0Uor2kNAOEVpeLQ0285y3xkdVGVN2q6qHuXFrG+ewEFJUlfPb2uEJBa48td0UZOyPFktQd6+0VBrt5aG4Zv65+aLbZquSwTvjO9zDhhCiq28VVU0MO1rectaCAf5pKjvVTbmGGEM2fuuBx+a6pJIcWM6h8hkkNQdspxuB6n6JMMJGeEJqh9XMZZWt3O9AlmMG0clRJla0f8A5t0im4\/NBBAcf8RRKjogggIet6JrT9fugggJWm8lJR\/CEEEOrYZ37P7pvP8Asz\/ooIISkRb\/AIj9CmzviKCCEA\/4Psouxf5xWz\/5kP8AiOQQQ6tnt3sm\/wAms\/2mb+mV6E038Mf0CCCx5fY9HDofXr4XLKtT\/tT9CgguR0Tlsh7T+0KzL2if+zeX\/aG\/1oIKcdox5NM87aC+KP6NW1U\/+JR\/Q\/mggr5GOOytM\/bzfReguxH\/ADGj\/wBc5BBUy2XY\/Yuj\/jKfRfAUEFE0M7U\/sAmMHxH6oIICyW\/4W\/RWS3dPsgghbDRN0vwrl2\/ye76FBBCbPBPtPf8AanN\/sUH\/AKllLOn3QQV+L1MGX2DIzOv2QQVhWKIDqPqgggDv+FEQQQARJvgKCCAbpvL+0KCCA4z4wnrPhCCCA\/\/Z\" width=\"306px\" alt=\"chatbot training dataset\" loading=\"lazy\"><\/p>\n\n<p>If there is not enough training data then a chatbots accuracy is affected and it can take some time to train it whilst being used to reach acceptable performance levels. At the same time, it can be costly and time-consuming to create training data for a chatbot needing to handle large numbers of intents. We offer our synthetic training data creation services to our chatbot clients. However, if you already have your own chatbot project and just want to boost its conversational ability we can provide synthetic training data to meet your needs. ProCoders (omnimind.ai) low-code AI platform provides an effortless way to build and train your own custom chatbot with the help of AI algorithms such as OpenAI and ChatGPT.<\/p>\n\n<h2>Ten secrets to transforming L&amp;D with a chatbot<\/h2>\n\n<p>The best chatbot platforms should provide advanced functionality and user-friendly interfaces. Getting suitable training data is essential and one of the best ways of doing this is to use human agents first. Careful logging and monitoring will allow you to improve the  accuracy of your chatbot over time. As with all software applications, validation and error handling is very important.<\/p>\n\n<div style=\"border: black dotted 1px;padding: 13px;\">\n<h3>China approves AI chatbot releases but will it unleash innovation? \u2013 Nikkei Asia<\/h3>\n<p>China approves AI chatbot releases but will it unleash innovation?.<\/p>\n<p>Posted: Wed, 06 Sep 2023 07:00:00 GMT [<a href=\"https:\/\/news.google.com\/rss\/articles\/CBMibWh0dHBzOi8vYXNpYS5uaWtrZWkuY29tL0J1c2luZXNzL1RlY2hub2xvZ3kvQ2hpbmEtYXBwcm92ZXMtQUktY2hhdGJvdC1yZWxlYXNlcy1idXQtd2lsbC1pdC11bmxlYXNoLWlubm92YXRpb27SAQA?oc=5\" rel=\"nofollow noopener\" target=\"_blank\">source<\/a>]<\/p>\n<\/div>\n<p>With the \u2018Easily Add FAQ\u2019 feature, you can directly input the correct or more precise answers to frequently asked questions. You can monitor how guests interact with your AI chatbot, understand the questions they\u2019re asking and assess your custom ChatGPT\u2019s responses. Think of this as constructing a state-of-the-art library, filled with the entire knowledge repository of your website.<\/p>\n\n<h2>Support chit chat<\/h2>\n\n<p>A quick and easy solution is to add questions about the chatbot into your current CSAT survey. For instant feedback, include a message at the end of a customer\u2019s interaction with the chatbot, asking them to give a thumbs-up or down or even a 1\u20135 star-rating. When CSAT is much higher for your customer service team than your chatbot, the bot is probably not performing to customer expectations. If satisfaction <a href=\"https:\/\/www.metadialog.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.metadialog.com\/<\/a> with the chatbot is significantly higher, then there might be areas of improvement in your contact centre. Advanced AI solutions can bridge this gap by linking unattended chatbot conversations with attended human-agent interactions. One thing is clear, while the novelty of LLM-driven chatbots has captured international attention, businesses can\u2019t afford to integrate them into their core business functions.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" style=\"display: block;margin-left:auto;margin-right:auto;\" 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width=\"301px\" alt=\"chatbot training dataset\" loading=\"lazy\"><\/p>\n\n<p>Evaluation is often the neglected element in learning design, but with a chatbot feeding back data on what works and what doesn\u2019t it becomes a critical stage of the design process. This means training can become more relevant and effective as it\u2019s based on the demonstrable needs <a href=\"https:\/\/www.metadialog.com\/blog\/chatbot-datasets-in-ml\/\" target=\"_blank\" rel=\"noopener\">chatbot training dataset<\/a> of employees rather the notional needs determined by L&amp;D. L&amp;D chatbots deliver instant access to expert knowledge and advice all the time. And the learning is more likely to stick as it\u2019s been applied in a real-world context so the cycle of learning and forgetting is broken.<\/p>\n\n<p>If you would like to learn more about how to teach students to find and use good quality information sources,\u00a0contact your subject librarian. There are many ways generative AI can be used creatively and critically for learning and teaching. Learning with AI can incorporate simultaneously acquiring knowledge about a particular topic and learning digital literacy skills that encompass ethically aware, critical use of the tool itself. Once created law firms then need to keep it updated with any changes or queries that\u2019s may have been missed. It\u2019s always good to keep testing and reviewing to make sure it\u2019s does what you were expecting to do.<\/p>\n\n<p>In this article, we will dive deep into the differences between GPT4 and Chat GPT 3.5 and why switching to GPT4 is a wise decision for businesses and developers alike. We will comprehensively compare the two versions, highlighting the benefits and advantages that GPT4 offers. Hallucination \u2013 Answers from generative AI chatbots that sound plausible, but are  untrue, or based on unsound reasoning. It is thought that hallucinations occur due to inconsistencies and bias in training data, ambiguity in natural language prompts, an inability to verify information, or lack of contextual understanding. To use ChatGPT, simply type in a question or prompt and ChatGPT will generate a response based on its training and programming.<\/p>\n\n<p>We introduce a new model, Koala, which provides an additional piece of evidence toward this discussion. Koala is fine-tuned on freely available interaction data scraped from the web, but with a specific focus on data that includes interaction with highly capable closed-source models such as ChatGPT. The resulting model, Koala-13B, shows competitive performance to existing models as suggested by our human evaluation on real-world user prompts.<\/p>\n\n<ul>\n<li>It\u2019s been trained on massive amounts of data and has become a valuable tool for businesses and individuals alike.<\/li>\n<li>The versatile and adaptable nature of GPT4 paves the way for a more diverse and inclusive AI-driven future, empowering businesses and users to explore the full potential of AI technology.<\/li>\n<li>Since ChatGPT\u2019s release in late 2022, the unprecedented popularity of the chatbot has seen businesses integrating LLMs into their products.<\/li>\n<li>DALL.E \u2013 A generative AI tool that produces images in response to text prompts.<\/li>\n<\/ul>\n<p>By leveraging GPT4\u2019s expanded range of applications, organizations can unlock new opportunities for innovation, efficiency, and impact, driving the continued growth and adoption of AI-powered solutions. The versatile and adaptable nature of GPT4 paves the way for a more diverse and inclusive AI-driven future, <a href=\"https:\/\/www.metadialog.com\/blog\/chatbot-datasets-in-ml\/\" target=\"_blank\" rel=\"noopener\">chatbot training dataset<\/a> empowering businesses and users to explore the full potential of AI technology. GPT4\u2019s enhanced customizability and control significantly improved over Chat GPT 3.5, empowering developers and businesses to create AI-powered applications more closely aligned with their specific needs and requirements.<\/p>\n\n<h2>Why do conversational commerce platforms collect personal data?<\/h2>\n\n<p>With our expertise in data analytics, AI, and machine learning, we help businesses across industries turn their data into actionable insights that drive growth and success. Don\u2019t miss this opportunity to transform your customer service and empower your employees. Enroll in our Virtual Agents in a Day training today and unlock the potential of intelligent chatbots. Finally, most companies store chatbot logs to see which inquiries the bot successfully and unsuccessfully responds to, and which ones require a handoff to a live agent. In this case, use a separate set of AI training data to retrain the chatbot, and keep it separate from chat log data. This results in greater security because it takes the customer completely out of the equation.<\/p>\n\n<div itemscope itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\">\n<div itemprop=\"name\">\n<h2>How much data is chatbot 4 trained on?<\/h2>\n<\/div>\n<div itemscope itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\">\n<div itemprop=\"text\">\n<p>ChatGPT-4 might not be much larger than ChatGPT-3. Therefore, it is expected to contain nearly 175 billion to 280 billion parameters. The large language models need an equally bigger set of data, huge computing assets, and intricate execution.<\/p>\n<\/div><\/div>\n<\/div>\n<div itemscope itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\">\n<div itemprop=\"name\">\n<h2>What AI algorithm is used in chatbot?<\/h2>\n<\/div>\n<div itemscope itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\">\n<div itemprop=\"text\">\n<p>AI chatbot algorithms<\/p>\n<p> Popular chatbot algorithms include the following: Sequence to Sequence (seq2seq) model; Natural Language Processing (NLP); Long Short Term Memory (LSTM);<\/p>\n<\/div><\/div>\n<\/div>\n<p><\/p>\n<\/body>","protected":false},"excerpt":{"rendered":"<p>How To Delete Your Data From ChatGPT Or you might have used voice commands to order a coffee from your neighborhood caf\u00e9 and received a response telling you when your order will be ready and what it will cost. These are all examples of scenarios in which you could be encountering a chatbot. Identifying an [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"footnotes":""},"categories":[72],"tags":[],"class_list":["post-525","post","type-post","status-publish","format-standard","hentry","category-generative-ai"],"_links":{"self":[{"href":"https:\/\/proqubix.com\/blogs\/wp-json\/wp\/v2\/posts\/525","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/proqubix.com\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/proqubix.com\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/proqubix.com\/blogs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/proqubix.com\/blogs\/wp-json\/wp\/v2\/comments?post=525"}],"version-history":[{"count":1,"href":"https:\/\/proqubix.com\/blogs\/wp-json\/wp\/v2\/posts\/525\/revisions"}],"predecessor-version":[{"id":526,"href":"https:\/\/proqubix.com\/blogs\/wp-json\/wp\/v2\/posts\/525\/revisions\/526"}],"wp:attachment":[{"href":"https:\/\/proqubix.com\/blogs\/wp-json\/wp\/v2\/media?parent=525"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/proqubix.com\/blogs\/wp-json\/wp\/v2\/categories?post=525"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/proqubix.com\/blogs\/wp-json\/wp\/v2\/tags?post=525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}