{"id":17862,"date":"2024-11-13T16:03:43","date_gmt":"2024-11-13T16:03:43","guid":{"rendered":"https:\/\/www.stratio.com\/blog\/?p=17862"},"modified":"2025-05-22T14:03:31","modified_gmt":"2025-05-22T14:03:31","slug":"stratio-4-6-more-gen-ai-in-all-modules-and-new-features","status":"publish","type":"post","link":"https:\/\/www.stratio.com\/blog\/stratio-4-6-more-gen-ai-in-all-modules-and-new-features\/","title":{"rendered":"Stratio 4.6: More Gen AI in all Modules and New Features\u00a0"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>I love working with Stratio, although I sometimes call it Jose Luis &#8211; he was my favourite colleague, could always rely on him to know the answer!\u201d&nbsp;<\/em><\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>We went from 40 days to 4 hours preparing our regulator-mandated reports without expanding the team. Thank you, Stratio!\u201d<\/em><\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>Ontology editor is the answer to (almost) all my prayers. Can you also launch an automatic semantic layer creation or that science-fiction?\u201d&nbsp;&nbsp;&nbsp;<\/em><\/p>\n<\/blockquote>\n\n\n\n<p>In today\u2019s fast-paced digital landscape, staying ahead of the curve in data management and artificial intelligence is essential for businesses looking to drive innovation and efficiency. However, it\u2019s not enough to simply stay ahead \u2014 organizations must also remain vigilant and agile, continuously adopting updates and advancements as they emerge. This is where the power of Data Fabric and Generative AI comes into play. As organizations increasingly rely on vast amounts of data to fuel decision-making, the ability to seamlessly integrate, access, and analyze that data, while staying current with the latest innovations, is paramount.<\/p>\n\n\n\n<p>Our latest product version brings cutting-edge advancements in Generative AI for all roles: business users, <a href=\"https:\/\/www.stratio.com\/solutions\/by-use-case\/governance\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">data governance<\/mark><\/a> professionals, and data managers\/scientists, unlocking new possibilities for businesses to not only streamline their data management but also leverage AI-driven insights and automation like never before.&nbsp;<\/p>\n\n\n\n<p>Building on the features available in <a href=\"https:\/\/www.stratio.com\/blog\/announcing-stratio-4-4-new-features-to-accelerate-time-to-value-and-generative-ai-adoption\/\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">Stratio 4.4<\/mark><\/strong><\/a>, this launch further accelerates <strong>time-to-value<\/strong>. We\u2019re excited to announce the next evolution of our platform, <strong>Stratio 4.6.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-main-new-capabilities-and-features-nbsp\">Main new capabilities and features&nbsp;<\/h2>\n\n\n\n<p>New capabilities of our product are set to revolutionize how companies approach data integration, analysis, and artificial intelligence\u2014empowering them to make smarter decisions faster and drive truly transformative outcomes.<strong>&nbsp;<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-gen-ai-nbsp\">GEN AI&nbsp;<\/h3>\n\n\n\n<p>Technical improvements for our <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\"><a href=\"https:\/\/www.stratio.com\/gen-ai\" target=\"_blank\" rel=\"noreferrer noopener\">G<\/a><\/mark><a href=\"https:\/\/www.stratio.com\/gen-ai\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">en AI engine<\/mark><\/a> have reduced technical debt and boosted performance, enabling better support for more concurrent users without sacrificing speed or reliability. These updates ensure a more efficient and seamless user experience. Scalability improvements also include:&nbsp;<\/p>\n\n\n\n<ul>\n<li><strong>Horizontal scalability<\/strong> and Removing persistent volume dependency\n<ul>\n<li>=&gt;<strong> <\/strong>from 10 to <strong>50<\/strong> <strong>concurrent users<\/strong><\/li>\n\n\n\n<li>=&gt;<strong> Fault Tolerance<\/strong><\/li>\n\n\n\n<li>=&gt; Support <strong>Multi-AZ <\/strong>configurations<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Optimized virtual environment creation&nbsp;<\/strong>\n<ul>\n<li>=&gt; From 1-3 mins to 15 seconds<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Stability when library dependencies have new versions<\/strong>\n<ul>\n<li>=&gt; No code changes if a product chain is reinstalled<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"488\" height=\"450\" src=\"https:\/\/www.stratio.com\/blog\/wp-content\/uploads\/2024\/11\/Captura-de-Pantalla-2024-11-13-a-las-16.05.51.png\" alt=\"\" class=\"wp-image-17863\" style=\"width:418px;height:auto\" srcset=\"https:\/\/www.stratio.com\/blog\/wp-content\/uploads\/2024\/11\/Captura-de-Pantalla-2024-11-13-a-las-16.05.51.png 488w, https:\/\/www.stratio.com\/blog\/wp-content\/uploads\/2024\/11\/Captura-de-Pantalla-2024-11-13-a-las-16.05.51-300x277.png 300w\" sizes=\"(max-width: 488px) 100vw, 488px\" \/><figcaption class=\"wp-element-caption\">Image 1: Stratio Generative AI <\/figcaption><\/figure><\/div>\n\n\n<p>Stratio has also integrated with additional LLM such as <a href=\"https:\/\/www.youtube.com\/watch?v=tTZnVbTCxaI&amp;t=8s\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">AWS Bedrock (Claude etc)<\/mark> <\/a>and AzureAI in addition to OpenAI to facilitate GenAI development with libraries, access to APIs and databases integration.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Talk to your data<\/h3>\n\n\n\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=B8T8HkCplqU\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">Talk to Your Data<\/mark><\/a> use case continues to offer new functionality to business and data users. Now with a cool new interface focused on improved usability and streamlined chat functionality with the <a href=\"https:\/\/www.stratio.com\/blog\/stratio-business-semantic-data-layer-delivers-99-answer-accuracy-for-llms\/\" target=\"_blank\" rel=\"noreferrer noopener\">i<\/a><a href=\"https:\/\/www.stratio.com\/blog\/stratio-business-semantic-data-layer-delivers-99-answer-accuracy-for-llms\/\">ntegrated LLM<\/a>. Also available in <strong>dark mode<\/strong>. Yasssss!<\/p>\n\n\n\n<p>The latest version introduces a <strong>new graphical interface optimized for mobile screens<\/strong>, allowing users to interact with their data anytime and anywhere, offering greater flexibility and convenience.&nbsp;<\/p>\n\n\n\n<p>The new version also makes it easier to execute <strong>complex queries<\/strong>, allowing users to perform more detailed and specific searches and analyses on large volumes of data.<\/p>\n\n\n\n<p>The new <strong>conversation history and bookmarking<\/strong> features was requested and delivered to easily track and revisit past interactions, improving continuity and providing a valuable reference for ongoing projects.&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" src=\"https:\/\/www.stratio.com\/blog\/wp-content\/uploads\/2025\/05\/Captura-de-pantalla-2025-05-22-a-las-15.58.54.png\" alt=\"Stratio generative AI data fabric Talk to your data interface\" class=\"wp-image-18463\"\/><figcaption class=\"wp-element-caption\">Image 2:  Talk to your data with Stratio Gen AI<\/figcaption><\/figure><\/div>\n\n\n<p>Additional improvements:<\/p>\n\n\n\n<ul>\n<li><strong>Parametric search<\/strong> is included for a more precise and personalized query experience, even when users do not use the exact same words stored in the databases.<\/li>\n\n\n\n<li>Stratio GenAI provides <strong>answers in the same language of the question<\/strong><\/li>\n\n\n\n<li><strong>Table relations are taken into account<\/strong> when generating responses.<\/li>\n\n\n\n<li>Comprehensive<strong> documentation is automatically generated&nbsp;<\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-further-enhancements-to-gen-ai-developer-framework-launched-in-stratio-v-4-4\">Further enhancements to Gen AI Developer Framework launched in Stratio v 4.4<\/h3>\n\n\n\n<p><strong>Stratio v 4.6 now offers a complete environment with all required dependencies<\/strong> to develop GenAI projects: libraries, access to APIs and databases connections<\/p>\n\n\n\n<ul>\n<li>Configurable external exposure for GenAI API and GenAI Gateway<\/li>\n\n\n\n<li>New service to securely connect to and access the Governance API, Virtualizer and OpenSearch<\/li>\n\n\n\n<li>GitHub <strong>repository<\/strong> for developers, including:\n<ul>\n<li><strong>Step-by-step documentation<\/strong> for setting up the environment<\/li>\n\n\n\n<li><strong>Chain examples&nbsp;<\/strong><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>GenAI development from Stratio Intelligence<\/strong>\n<ul>\n<li><strong>Chains development<\/strong><\/li>\n\n\n\n<li><strong>Test SQL queries generated from natural language using the Governance Semantic Layer metadata <\/strong>(SQL Chain Turing Test)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-catalog-as-a-standalone-application-nbsp\">Catalog as a standalone application&nbsp;<\/h3>\n\n\n\n<p>Stratio Rocket got an upgrade too of a more user-friendly interface with direct access to the main components:&nbsp;<\/p>\n\n\n\n<ul>\n<li>Projects | Catalog | File browser | Intelligence<\/li>\n\n\n\n<li><strong>Catalog and File browser separated from Projects<\/strong> for standalone use:\n<ul>\n<li>No Rocket installation required&nbsp;<\/li>\n\n\n\n<li>Installable from Command Center<\/li>\n\n\n\n<li>All features available: catalog browser, SQL editor, visual SQL editor, GenAI integration and the ability to store and list queries.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Direct link to Intelligence<\/strong> from Rocket<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-google-kubernetes-engine-gke-compatibility-nbsp\">Google Kubernetes Engine (GKE) compatibility&nbsp;<\/h3>\n\n\n\n<p>Stratio now offers native Kubernetes from Google:&nbsp;<\/p>\n\n\n\n<ul>\n<li>Support Calico network policies<\/li>\n\n\n\n<li>Manage the lifecycle of Kubernetes 1.28 clusters in production<\/li>\n\n\n\n<li>CoreDNS availability<\/li>\n\n\n\n<li>Support for offline and online installation<\/li>\n\n\n\n<li>Autoscaling&nbsp;<\/li>\n\n\n\n<li>Taints: allow dedicated machines or machine pools for a purpose, for example GPUs.<\/li>\n\n\n\n<li>KEOS installer compatibility to ensure that System Services operate correctly on GKE<\/li>\n\n\n\n<li>Stratio modules compatible with&nbsp; GKE (release R14.6)<\/li>\n<\/ul>\n\n\n\n<p>With all these new capabilities, Stratio 4.6 enhances the depth and precision of data exploration, enabling businesses to uncover valuable insights and make more informed decisions. With the ability to handle complex queries effortlessly, users can analyze intricate datasets without the need for advanced technical expertise, improving efficiency and accelerating decision-making processes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-new-courses-and-certifications-available-for-stratio-4-6\">New Courses and Certifications Available for Stratio 4.6.<\/h2>\n\n\n\n<p>We&#8217;re excited to offer a course focused on the latest version of our product, where you&#8217;ll learn about the new &#8216;Talk to Your Data&#8217; features. This cutting-edge functionality is one of the most innovative advancements on the market, and this course will guide you through how to fully leverage it to enhance your data-driven decisions. Additionally, the course includes a comprehensive summary of all the key features and improvements from past versions, ensuring you have a complete understanding of the product&#8217;s evolution and capabilities.<\/p>\n\n\n\n<ul>\n<li><strong>Stratio Generative AI Data Fabric<\/strong> &#8211; Overview 4.6. Access the course <a href=\"https:\/\/training.stratio.com\/course\/view.php?id=242\">here<\/a><\/li>\n<\/ul>\n\n\n\n<p>Contact us now to see Stratio in action <a href=\"https:\/\/www.stratio.com\/contact\" target=\"_blank\" rel=\"noreferrer noopener\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">h<\/mark><\/a><a href=\"https:\/\/www.stratio.com\/contact\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">ttps:\/\/www.stratio.com\/contact<\/mark><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I love working with Stratio, although I sometimes call it Jose Luis &#8211; he was my favourite colleague, could always rely on him to know the answer!\u201d&nbsp; We went from 40 days to 4 hours preparing our regulator-mandated reports without expanding the team. Thank you, Stratio!\u201d Ontology editor is the answer to (almost) all my<\/p>\n","protected":false},"author":253,"featured_media":17870,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"[]"},"categories":[686],"tags":[682,813,814],"ppma_author":[792],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.9 (Yoast SEO v22.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Stratio 4.6: More Gen AI in all Modules and New Features\u00a0 - Stratio<\/title>\n<meta name=\"description\" content=\"Discover the power of Generative AI product new version, in driving innovation and efficiency for businesses in the digital landscape.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.stratio.com\/blog\/stratio-4-6-more-gen-ai-in-all-modules-and-new-features\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Stratio 4.6: More Gen AI in all Modules and New Features\u00a0\" \/>\n<meta property=\"og:description\" content=\"Discover the power of Generative AI product new version, in driving innovation and efficiency for businesses in the digital landscape.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.stratio.com\/blog\/stratio-4-6-more-gen-ai-in-all-modules-and-new-features\/\" \/>\n<meta property=\"og:site_name\" content=\"Stratio\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-13T16:03:43+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-22T14:03:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.stratio.com\/blog\/wp-content\/uploads\/2024\/11\/hero-blog-20.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1300\" \/>\n\t<meta property=\"og:image:height\" content=\"871\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Stratio\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@stratiobd\" \/>\n<meta name=\"twitter:site\" content=\"@stratiobd\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Stratio\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.stratio.com\/blog\/stratio-4-6-more-gen-ai-in-all-modules-and-new-features\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.stratio.com\/blog\/stratio-4-6-more-gen-ai-in-all-modules-and-new-features\/\"},\"author\":{\"name\":\"Stratio\",\"@id\":\"https:\/\/www.stratio.com\/blog\/#\/schema\/person\/7ea8afc9117615c1faaa8590b07895da\"},\"headline\":\"Stratio 4.6: More Gen AI in all Modules and New Features\u00a0\",\"datePublished\":\"2024-11-13T16:03:43+00:00\",\"dateModified\":\"2025-05-22T14:03:31+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.stratio.com\/blog\/stratio-4-6-more-gen-ai-in-all-modules-and-new-features\/\"},\"wordCount\":1010,\"publisher\":{\"@id\":\"https:\/\/www.stratio.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.stratio.com\/blog\/stratio-4-6-more-gen-ai-in-all-modules-and-new-features\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.stratio.com\/blog\/wp-content\/uploads\/2024\/11\/hero-blog-20.jpg\",\"keywords\":[\"Generative AI\",\"product\",\"release\"],\"articleSection\":[\"Product\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.stratio.com\/blog\/stratio-4-6-more-gen-ai-in-all-modules-and-new-features\/\",\"url\":\"https:\/\/www.stratio.com\/blog\/stratio-4-6-more-gen-ai-in-all-modules-and-new-features\/\",\"name\":\"Stratio 4.6: More Gen AI in all Modules and New Features\u00a0 - 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