{"id":2741,"date":"2023-07-05T13:13:40","date_gmt":"2023-07-05T16:13:40","guid":{"rendered":"https:\/\/ultrasun.com.ar\/2021\/?p=2741"},"modified":"2023-12-27T06:04:47","modified_gmt":"2023-12-27T09:04:47","slug":"difference-between-a-bot-a-chatbot-a-nlp-chatbot","status":"publish","type":"post","link":"https:\/\/ultrasun.com.ar\/2021\/2023\/07\/05\/difference-between-a-bot-a-chatbot-a-nlp-chatbot\/","title":{"rendered":"Difference between a bot, a chatbot, a NLP chatbot and all the rest?"},"content":{"rendered":"<p><h1>1908 08835 Deep Learning Based Chatbot Models<\/h1>\n<\/p>\n<p><img class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"309px\" alt=\"is chatbot machine learning\"\/><\/p>\n<p><p>The more it encounters a situation or interaction, the better it learns, and the better it opens the pathways to achieve goals. Set up a server, install Node, create a folder, and commence your new Node project. The following code from&nbsp;HackerNoon&nbsp;will help you to install the needed Node dependencies and parameters.<\/p>\n<\/p>\n<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"300px\" alt=\"is chatbot machine learning\"\/><\/p>\n<p><p>As the use of mobile applications and websites increased, there was a demand for around-the-clock customer service. Chatbots enabled businesses to provide better customer service without needing to employ teams of human agents  use today is to provide functionality to chatbots, allowing them to mimic human conversations and improve the customer experience.<\/p>\n<\/p>\n<p><h2>What\u2019s Happening at Botpress: April 2022<\/h2>\n<\/p>\n<p><p>Traditionally, chatbots are set to function based on a predetermined set of if-then statements and decision trees that give answers based on keywords. A chatbot is a computer program that simulates human conversation, either via voice or text communication. Organizations use chatbots to engage with customers alongside more classic customer service channels such as social media, email, and text. These chatbots follow a pre-defined rule, which presents the user with specific answers to questions taken into account during the training process. If the user tries to ask anything outside the set of pre-designed questions, it renders the chatbot moot. Over time and after several hundreds of thousands of interactions, your conversational AI chatbot would have collected a mountain of structured data.<\/p>\n<\/p>\n<p><p>Below, we\u2019ll describe chatbot technology in detail, including how it works, what benefits it provides businesses and how it can be employed. Additionally, we\u2019ll discuss how your team can go beyond simply utilizing chatbot technology to developing a comprehensive conversational marketing strategy. With AI tools designed for customer support teams, you can improve the journey your customers go through whenever they need to interact with your business. Operational AI helps perform an operation or a function that allows for knowledge intake, while conversational AI helps with the back-and-forth between customers and agents for any customer support interaction. Now when the AI chatbot knows what the user means, it works on presenting them with the best possible, relevant answer that matches <a href=\"https:\/\/www.metadialog.com\/blog\/chatbot-datasets-in-ml\/\">the query. With<\/a> the help of natural language generation (NLG), the chatbot produces a written response, which is then communicated to the user.<\/p>\n<\/p>\n<p><h2>Machine Learning<\/h2>\n<\/p>\n<p><p>Jabberwacky learns new responses and context based on real-time user interactions, rather than being driven from a static database. Some more recent chatbots also combine real-time learning with evolutionary algorithms that optimize their ability to communicate based on each conversation held. Still, there is currently no general purpose conversational artificial intelligence, and some software developers focus on the practical aspect, information retrieval. AI chatbots are generating revenue for online businesses by encouraging customers to purchase their services and products.<\/p>\n<\/p>\n<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"302px\" alt=\"is chatbot machine learning\"\/><\/p>\n<p><p>The chatbot algorithm learns the data from past conversations and understands the user intent. Chatbots are trained using predefined responses and understand human language through natural language processing. The machine learning algorithms in AI chatbots  allow them to mimic human conversation and act like a real-life agent. Their adaptability and ability to learn from data make them valuable assets for businesses and organisations seeking to improve customer support, efficiency, and engagement.<\/p>\n<\/p>\n<p><p>The chatbot is trained to develop its own consciousness on the text, and you can teach it how to converse with people. Alternatively, you can teach the chatbot through training data such as movie dialogue or play scripts. As the chatbot talks to more and more people, it begins to understand more words and phrases, and it can respond more accurately.<\/p>\n<\/p>\n<div style='border: black solid 1px;padding: 14px;'>\n<h3>Anthropic\u2019s Claude Is Competing With ChatGPT. Even Its Builders &#8230; &#8211; The New York Times<\/h3>\n<p>Anthropic\u2019s Claude Is Competing With ChatGPT. Even Its Builders &#8230;.<\/p>\n<p>Posted: Tue, 11 Jul 2023 07:00:00 GMT [<a href='https:\/\/news.google.com\/rss\/articles\/CBMiTmh0dHBzOi8vd3d3Lm55dGltZXMuY29tLzIwMjMvMDcvMTEvdGVjaG5vbG9neS9hbnRocm9waWMtYWktY2xhdWRlLWNoYXRib3QuaHRtbNIBAA?oc=5' rel=\"nofollow\">source<\/a>]<\/p>\n<\/div>\n<p><p>This is because not all of their security concerns have been addressed. For computers, understanding numbers is easier than understanding words and speech. When the first few speech recognition systems were being created, IBM Shoebox was the first to get decent success with understanding and responding to a select few English words. Today, we have a number of successful examples which understand myriad languages and respond in the correct dialect and language as the human interacting with it. For example, an Intent is a task (usually a conversation)  defined by the developer. It\u2019s used by the developer to define possible user questions0 and correct responses from the chatbot.<\/p>\n<\/p>\n<p><p>Read more about <a href=\"https:\/\/www.metadialog.com\/\">https:\/\/www.metadialog.com\/<\/a> here.<\/p>\n<\/p>\n<ul>\n<li>It adapts its conversational style to align with the user\u2019s personality and interests, making discussions not only relevant but also enjoyable.<\/li>\n<li>Apart from deploying chatbots on your website and mobile application, you can also integrate them with all the social media channels of your company like Facebook, Telegram, Viber, or anywhere else.<\/li>\n<li>But these bots have become incredibly sophisticated- and undeniably mainstream with recent advancements in AI, machine learning, and NLP technologies.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>1908 08835 Deep Learning Based Chatbot Models The more it encounters a situation or interaction, the better it learns, and the better it opens the pathways to achieve goals. Set up a server, install Node, create a folder, and commence your new Node project. The following code from&nbsp;HackerNoon&nbsp;will help you to install the needed Node&hellip; <a class=\"more-link\" href=\"https:\/\/ultrasun.com.ar\/2021\/2023\/07\/05\/difference-between-a-bot-a-chatbot-a-nlp-chatbot\/\">Segu\u00ed leyendo <span class=\"screen-reader-text\">Difference between a bot, a chatbot, a NLP chatbot and all the rest?<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[217],"tags":[],"_links":{"self":[{"href":"https:\/\/ultrasun.com.ar\/2021\/wp-json\/wp\/v2\/posts\/2741"}],"collection":[{"href":"https:\/\/ultrasun.com.ar\/2021\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ultrasun.com.ar\/2021\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ultrasun.com.ar\/2021\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ultrasun.com.ar\/2021\/wp-json\/wp\/v2\/comments?post=2741"}],"version-history":[{"count":1,"href":"https:\/\/ultrasun.com.ar\/2021\/wp-json\/wp\/v2\/posts\/2741\/revisions"}],"predecessor-version":[{"id":2742,"href":"https:\/\/ultrasun.com.ar\/2021\/wp-json\/wp\/v2\/posts\/2741\/revisions\/2742"}],"wp:attachment":[{"href":"https:\/\/ultrasun.com.ar\/2021\/wp-json\/wp\/v2\/media?parent=2741"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ultrasun.com.ar\/2021\/wp-json\/wp\/v2\/categories?post=2741"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ultrasun.com.ar\/2021\/wp-json\/wp\/v2\/tags?post=2741"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}