{"id":183356,"date":"2024-04-11T01:09:00","date_gmt":"2024-04-11T00:09:00","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=183356"},"modified":"2024-03-23T14:15:26","modified_gmt":"2024-03-23T13:15:26","slug":"dust-what-is-it-how-can-it-be-used-for-prompt-engineering","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/dust-what-is-it-how-can-it-be-used-for-prompt-engineering","title":{"rendered":"Dust: What is it? How can it be used for prompt engineering?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"183356\" class=\"elementor elementor-183356\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c78ce10 e-flex e-con-boxed e-con\" data-id=\"c78ce10\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8c297cc elementor-widget elementor-widget-heading\" data-id=\"8c297cc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">With the proliferation of generative AI tools, mastering the art of writing prompts is proving more than essential. But at the speed at which artificial intelligence solutions are evolving, many users are feeling lost. That's when Dust was born.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc5258a elementor-widget elementor-widget-text-editor\" data-id=\"cc5258a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>This <a href=\"https:\/\/datascientest.com\/en\/prompt-engineer-everything-you-need-to-know-about-this-new-ai-role\">prompt engineering<\/a> tool helps users not only to write relevant guided messages, but also to link them together. Find out more about Dust for prompt engineering and its features.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-95efab6 e-flex e-con-boxed e-con\" data-id=\"95efab6\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-99ee3e1 elementor-widget elementor-widget-heading\" data-id=\"99ee3e1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What's Dust?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf6c02a elementor-widget elementor-widget-text-editor\" data-id=\"bf6c02a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Dust<\/strong> was born out of the realisation that<a href=\"https:\/\/datascientest.com\/en\/fine-tuning-what-is-it-what-is-it-used-for-in-ai\"> AI is changing the way we work.<\/a> We can now save precious time on a wide range of tasks thanks to <strong>AI assistants.<\/strong> But we still need to know how to communicate our requests to them effectively.<\/p><p>That&#8217;s where Dust, the secure, <strong>personalised AI assistant,<\/strong> comes in. Dust is particularly innovative for prompt engineering. This tool provides companies with a web interface to help them write prompts and link them together.<\/p><p>Dust is certainly not the only prompt engineering tool, but its learning curve is exponential. This allows users to customise their results even further.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-03fa4fe e-flex e-con-boxed e-con\" data-id=\"03fa4fe\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85259e6 elementor-widget elementor-widget-heading\" data-id=\"85259e6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What are Dust's features for Prompt Engineering?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85086a1 elementor-widget elementor-widget-text-editor\" data-id=\"85086a1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>At a time when<a href=\"https:\/\/datascientest.com\/en\/artificial-intelligence-deepfake-detectors-have-become-indispensable\"> artificial intelligence<\/a> is becoming an integral part of our lives, Dust brings together the essential features needed to manage AI tools effectively and take full advantage of them. Here are the main ones:<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ba644f elementor-widget elementor-widget-heading\" data-id=\"7ba644f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">A personalised assistant<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6aeda9 elementor-widget elementor-widget-text-editor\" data-id=\"b6aeda9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Dust<\/strong> is primarily designed as a personalised assistant for businesses. The idea is to respond perfectly to the needs of employees.<\/p><p>To personalise your assistant, you can deploy <a href=\"https:\/\/datascientest.com\/en\/large-language-models-llm-everything-you-need-to-know\">LLM (large language model)<\/a> applications built in <strong>Dust.<\/strong> To do this, you have access to a number of functions such as code extracts, Internet searches and data sets.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19542ba elementor-widget elementor-widget-image\" data-id=\"19542ba\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/12\/dust-assistant-personnalise.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f1e4b0 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"2f1e4b0\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/de\/unsere-aus-und-weiterbildungen\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Prompt engineering training<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6d1eda elementor-widget elementor-widget-heading\" data-id=\"e6d1eda\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Data sets<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b9a1b8 elementor-widget elementor-widget-text-editor\" data-id=\"0b9a1b8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>To train and customise your machine learning models, you need to integrate datasets with <strong>Dust.<\/strong> And thanks to APIs, it is possible to connect data from a complete technological stack, such as Notion, Google Drive, <a href=\"https:\/\/datascientest.com\/en\/github-what-is-it\">GitHub<\/a>, etc.<\/p><p>By connecting all their data to <strong>Dust,<\/strong> companies can eliminate knowledge silos. And, above all, it enables the use of assistants that are aware of the global context and capable of adapting to the precise needs of organisations.<\/p><p>And because it&#8217;s a secure solution, businesses can control access to data on a granular basis.<\/p><p><em><span style=\"text-decoration: underline;\"><strong>Good to know:<\/strong><\/span><\/em>Dust supports several open source model providers, including OpenAI, Anthropic and Mistral.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad49ac8 elementor-widget elementor-widget-heading\" data-id=\"ad49ac8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Dust and prompt engineering<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-707f35a elementor-widget elementor-widget-text-editor\" data-id=\"707f35a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In addition to these machine learning-based functions, Dust focuses primarily on <a href=\"https:\/\/datascientest.com\/en\/fine-tuning-vs-prompt-engineering-whats-the-difference\">prompt engineering<\/a>. Users can ask it a multitude of queries. For example:<\/p><ul><li>Can you summarise the daily team reports for me? It can then retrieve the information from Slack.<\/li><li>Can you create a VLOOKUP formula to match employees&#8217; names with their IDs? Dust will use the data available in Excel or any other document to answer the query.<\/li><li>Can you find me the onboarding checklist for new recruits? If the information is available on Notion or other tools, Dust will be able to find it easily.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e137c67 elementor-widget elementor-widget-text-editor\" data-id=\"e137c67\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>To optimise results, Dust helps you write powerful prompts, using advanced prompt engineering techniques <strong>(such as ReAct or Chain of Thought).<\/strong><\/p><p>Above all, it is capable of chaining prompts one after the other, while providing users with consistent results.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-394924b elementor-widget elementor-widget-image\" data-id=\"394924b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/12\/dust_formation_datascientest.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf52459 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"cf52459\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/de\/unsere-aus-und-weiterbildungen\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover our prompt engineering training<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-758da03 e-flex e-con-boxed e-con\" data-id=\"758da03\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e8d71b4 elementor-widget elementor-widget-heading\" data-id=\"e8d71b4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Master Dust and prompt engineering with DataScientest<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-843c240 elementor-widget elementor-widget-text-editor\" data-id=\"843c240\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>With all these <strong>Dust prompt engineering features<\/strong>, Dust is an essential tool. But to be able to use it properly, you need to master machine learning in its entirety. And that&#8217;s exactly what DataScientest is all about.<\/p><p>Thanks to our training courses, <a href=\"https:\/\/datascientest.com\/en\/google-creates-the-first-regulation-for-artificial-intelligence\">artificial intelligence<\/a>, its developments and its tools will no longer hold any secrets for you. Find out more about our programme!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f597294 e-flex e-con-boxed e-con\" data-id=\"f597294\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54e6662 elementor-widget elementor-widget-text-editor\" data-id=\"54e6662\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>To improve the performance of the <strong>AI system through Fine-Tuning,<\/strong> particular attention needs to be paid to two parameters:<\/p><ul><li><strong>Data quality:<\/strong> to respond to specific tasks, the datasets presented must also be specific.<\/li><li><strong>The training stages:<\/strong> the aim is not just to train the model to contextualise the data, but to guide it towards the best results.<\/li><li><strong>To do this,<\/strong> it is necessary to set up a feedback system through human evaluations.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6240e8 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"f6240e8\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/de\/unsere-aus-und-weiterbildungen\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover our prompt engineering training<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2b01e8b e-flex e-con-boxed e-con\" data-id=\"2b01e8b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a93669 elementor-widget elementor-widget-html\" data-id=\"9a93669\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [{\n    \"@type\": \"Question\",\n    \"name\": \"What is Dust?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"Dust was born out of the realisation that AI is changing the way we work. 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But to be able to use it properly, you need to master machine learning as a whole. \"\n    }\n  }]\n}\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>With the proliferation of generative AI tools, mastering the art of writing prompts is proving more than essential. But at the speed at which artificial intelligence solutions are evolving, many users are feeling lost. That&#8217;s when Dust was born. This prompt engineering tool helps users not only to write relevant guided messages, but also to [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":183359,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2409],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Dust: What is it? How can it be used for prompt engineering?<\/title>\n<meta name=\"description\" content=\"If you want to use Dust in Prompt Engineering, you have to be aware of the fact that most of the tools that are...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/en\/dust-what-is-it-how-can-it-be-used-for-prompt-engineering\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dust: What is it? How can it be used for prompt engineering?\" \/>\n<meta property=\"og:description\" content=\"With the proliferation of generative AI tools, mastering the art of writing prompts is proving more than essential. 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