[{"data":1,"prerenderedAt":905},["ShallowReactive",2],{"MgzHqj5h1Y":3,"VcXaPboGur":58,"I0fx4WtnWI":126,"JTbsVffizJ":134,"9trKdP2wkm":364,"_apollo:default":904},{"post":4},{"id":5,"elementorData":6,"content":7,"layout":8,"title":9,"date":10,"featuredImage":11,"categories":16,"seo":23,"__typename":57},"cG9zdDozMjczMw==","[{\"id\":\"9b4e772\",\"elType\":\"section\",\"settings\":{\"pp_animated_gradient_bg_color_list\":[{\"pp_animated_gradient_bg_color\":\"#F6AD1F\",\"_id\":\"68fab17\"},{\"pp_animated_gradient_bg_color\":\"#F7496A\",\"_id\":\"85b4d3d\"},{\"pp_animated_gradient_bg_color\":\"#565AD8\",\"_id\":\"755ec17\"}],\"pp_display_conditions\":[{\"_id\":\"56b1094\"}]},\"elements\":[{\"id\":\"5a6b23d\",\"elType\":\"column\",\"settings\":{\"_column_size\":100,\"_inline_size\":null,\"pp_display_conditions\":[{\"_id\":\"21b48d3\"}]},\"elements\":[{\"id\":\"66918e3\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Ca href=\\\"https:\\/\\/doc.linkurious.com\\/ogma\\/latest\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Ogma\u003C\\/a> 6.1 is here, bringing a major step forward in the graph visualization experience. From more expressive edges and smoother interactions to greater customization and faster development, this release helps developers build richer, more polished graph applications.\u003C\\/p>\u003Cp>New edge badges, extremity text, and gradient edges make connections more meaningful at a glance. A grid background, refined grouping animations, enhanced Geo mode with \u003Ca href=\\\"https:\\/\\/www.google.com\\/url?q=http:\\/\\/deck.gl&sa=D&source=docs&ust=1791817947837444&usg=AOvVaw3i8mjGHXsovgz7UVJGJyjF\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\" data-rawhref=\\\"http:\\/\\/deck.gl\\\">deck.gl\u003C\\/a> and Mapbox support, and improved performance with hundreds of layers bring greater flexibility and fluidity to your visualizations. Meanwhile, a new Jupyter widget, MongoDB tutorial, and redesigned examples page make it easier to get started and bring your ideas to life.\u003C\\/p>\u003Cp>Latest version:\\u00a0\u003Ca style=\\\"background-color: #d1e4dd;\\\" href=\\\"https:\\/\\/doc.linkurious.com\\/ogma\\/latest\\/changelog.html\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">6.1.0\u003C\\/a>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"60d5b92\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"949670f\",\"elType\":\"widget\",\"settings\":{\"title\":\"In this article\",\"headings_by_tags\":[\"h2\"],\"exclude_headings_by_selector\":[],\"marker_view\":\"none\",\"pp_display_conditions\":[{\"_id\":\"6f7e93f\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"pp-table-of-contents\"},{\"id\":\"d64fb25\",\"elType\":\"widget\",\"settings\":{\"title\":\"More meaningful edges, clearer connections\",\"pp_display_conditions\":[{\"_id\":\"c33e1bf\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"4cd5f4e\",\"elType\":\"widget\",\"settings\":{\"pp_display_conditions\":[{\"_id\":\"a19aa8c\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\",\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Edges do more than connect nodes. Connections are often where the story is in a graph. Ogma 6.1 gives you three new ways to make them speak for themselves.\u003C\\/span>\u003C\\/p>\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"fc921e5\",\"elType\":\"widget\",\"settings\":{\"title\":\"Extremity text\",\"pp_display_conditions\":[{\"_id\":\"c33e1bf\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\",\"header_size\":\"h3\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"641d7f8\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Edges can now carry text labels at both ends, right next to the arrowheads. It's a natural fit for cybersecurity, network mapping and software architecture, where each end of a connection often means something different. You get more metadata on the graph, and the text stays sharp at any zoom level.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"0fb752e\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"80333dc\",\"elType\":\"widget\",\"settings\":{\"image\":{\"url\":\"\\/images\\/uploads\\/2026\\/10\\/Extremity_Text.png\",\"id\":32740,\"size\":\"\",\"alt\":\"Extremety text edge\",\"source\":\"library\"},\"pp_display_conditions\":[{\"_id\":\"bb710c4\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"image\"},{\"id\":\"428db06\",\"elType\":\"widget\",\"settings\":{\"title\":\"Edge badges\\n\",\"pp_display_conditions\":[{\"_id\":\"c33e1bf\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\",\"header_size\":\"h3\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"99286c2\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Native badges can now sit directly on edges, with text, colour and styling options. Viewers can tell what a connection is at a glance, without clicking on each edge. Icons can flag relationship types, such as a transfer or an alert. And when edges are grouped, a badge can show how many were bundled together, which is hard to judge by eye once lines overlap.\u003C\\/span>\u003C\\/p>\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Badges also make dense graphs easier to read, with far less clutter than text labels. We're already prototyping pill-shaped badges that fit longer numbers and text.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"0fb752e\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"eee5f41\",\"elType\":\"widget\",\"settings\":{\"youtube_url\":\"https:\\/\\/www.youtube.com\\/embed\\/q4bd89XSUGA?si=v6uDTB9Nr9dBIECx\",\"vimeo_url\":\"https:\\/\\/vimeo.com\\/235215203\",\"dailymotion_url\":\"https:\\/\\/www.dailymotion.com\\/video\\/x6tqhqb\",\"videopress_url\":\"https:\\/\\/videopress.com\\/v\\/ZCAOzTNk\",\"autoplay\":\"yes\",\"pp_display_conditions\":[{\"_id\":\"3462c75\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"video\"},{\"id\":\"f915d32\",\"elType\":\"widget\",\"settings\":{\"title\":\"Gradient coloured edges\\n\",\"pp_display_conditions\":[{\"_id\":\"c33e1bf\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\",\"header_size\":\"h3\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"30427c1\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Edges can now blend smoothly from the colour of the source node to the colour of the target node. It shows direction and endpoint colour without needing arrowheads, and it helps dense graphs read more clearly.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"0fb752e\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"886d49c\",\"elType\":\"widget\",\"settings\":{\"image\":{\"url\":\"\\/images\\/uploads\\/2026\\/10\\/Gradient_Edge.png\",\"id\":32742,\"size\":\"\",\"alt\":\"gradiant color edge\",\"source\":\"library\"},\"pp_display_conditions\":[{\"_id\":\"551f0ca\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"image\"},{\"id\":\"a03e5a9\",\"elType\":\"widget\",\"settings\":{\"title\":\"Refined layouts and smoother interactions \\n\",\"pp_display_conditions\":[{\"_id\":\"c33e1bf\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"14cc7ae\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">A great graph visualization isn't just about how information is displayed, but also how easily users can navigate and interact with it. Ogma 6.1 brings several refinements to make graph layouts more reliable, interactions more fluid, and visualizations easier to customize.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"0052690\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"f78697c\",\"elType\":\"widget\",\"settings\":{\"title\":\"Radial and concentric layouts, rebuilt\",\"pp_display_conditions\":[{\"_id\":\"c33e1bf\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\",\"header_size\":\"h3\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"512528a\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">We've rebuilt the radial and concentric layouts on a standalone, separately maintained layout engine. The old radial layout could stop too early on small and star-shaped graphs, giving less efficient results. The new one is more reliable on those graphs, and tree layouts are cleaner, with fewer crossing edges so hierarchies are easier to read. Rings also keep a minimum gap, so they never overlap. Your existing settings keep working as before.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"2387dad\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"b8b91b0\",\"elType\":\"widget\",\"settings\":{\"image\":{\"url\":\"\\/images\\/uploads\\/2026\\/10\\/Radial_Concentric_Layout.png\",\"id\":32745,\"size\":\"\",\"alt\":\"radial concentric layout\",\"source\":\"library\"},\"pp_display_conditions\":[{\"_id\":\"40a0b58\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"image\"},{\"id\":\"634e607\",\"elType\":\"widget\",\"settings\":{\"title\":\"Smoother group and expand animations\",\"pp_display_conditions\":[{\"_id\":\"c33e1bf\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\",\"header_size\":\"h3\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"d46ea2e\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Expanding and collapsing groups now feels more fluid, with smoother animations that make changes to the graph easier to follow. It's a small but meaningful improvement, especially when exploring complex graphs with grouped data.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"52772a6\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"e2fcb01\",\"elType\":\"widget\",\"settings\":{\"youtube_url\":\"https:\\/\\/www.youtube.com\\/embed\\/1HmpODtnilY?si=rD0asJHb7m7-IItD\",\"vimeo_url\":\"https:\\/\\/vimeo.com\\/235215203\",\"dailymotion_url\":\"https:\\/\\/www.dailymotion.com\\/video\\/x6tqhqb\",\"videopress_url\":\"https:\\/\\/videopress.com\\/v\\/ZCAOzTNk\",\"autoplay\":\"yes\",\"pp_display_conditions\":[{\"_id\":\"4f5f287\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"video\"},{\"id\":\"7620e9a\",\"elType\":\"widget\",\"settings\":{\"title\":\"Grid background\",\"pp_display_conditions\":[{\"_id\":\"c33e1bf\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\",\"header_size\":\"h3\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"16780ef\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">A new grid background gives your visualisation a sense of scale and makes manual rearrangement easier. Nodes can snap to the grid, so hand-arranged graphs look neat and presentable. If you've used a design or CAD tool, it will feel instantly familiar.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"01261ee\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"a8ed176\",\"elType\":\"widget\",\"settings\":{\"youtube_url\":\"https:\\/\\/www.youtube.com\\/embed\\/XdWfl5wqX7c?si=WlKvpwx3dG0D0VVz\",\"vimeo_url\":\"https:\\/\\/vimeo.com\\/235215203\",\"dailymotion_url\":\"https:\\/\\/www.dailymotion.com\\/video\\/x6tqhqb\",\"videopress_url\":\"https:\\/\\/videopress.com\\/v\\/ZCAOzTNk\",\"autoplay\":\"yes\",\"pp_display_conditions\":[{\"_id\":\"f9a0c00\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"video\"},{\"id\":\"8970f86\",\"elType\":\"widget\",\"settings\":{\"title\":\"Geo mode meets deck.gl and Mapbox\",\"pp_display_conditions\":[{\"_id\":\"dff4edd\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"3752741\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Deck.gl and Mapbox apps can now be integrated into Geo mode. Teams can reuse the map tooling they already have and build custom map experiences around their graphs. Combine graph visualization with existing mapping tools to create custom geospatial experiences, layer spatial data, custom map interactions and dynamically explore complex connections in their geographic context.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"63f165d\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"6544d09\",\"elType\":\"widget\",\"settings\":{\"image\":{\"url\":\"\\/images\\/uploads\\/2026\\/10\\/DeckGL.png\",\"id\":32741,\"size\":\"\",\"alt\":\"DeckGL graph rendering\",\"source\":\"library\"},\"pp_display_conditions\":[{\"_id\":\"96ac8cf\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"image\"},{\"id\":\"5afaeec\",\"elType\":\"widget\",\"settings\":{\"title\":\"Topological keyboard navigation\\n\",\"pp_display_conditions\":[{\"_id\":\"740c54c\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"7714b49\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Ogma 6.1 adds a new approach to accessible keyboard navigation. Instead of jumping around the screen, you move through the graph by following its connections, from a node to its neighbours, using only the keyboard. It's designed with sighted users in mind, and the camera follows along, so you never lose your place.\u003C\\/span>\u003C\\/p>\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">It's faster for power users who prefer keyboard-driven investigation, and it helps meet the accessibility standards that enterprise and public-sector buyers ask for. It's also a great way to walk an audience through a graph during a demo.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"b5ebc21\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"8e4cbbc\",\"elType\":\"widget\",\"settings\":{\"youtube_url\":\"https:\\/\\/www.youtube.com\\/embed\\/1_8hVUJl4UA?si=18BjZ7WnF4N8jL9v\",\"vimeo_url\":\"https:\\/\\/vimeo.com\\/235215203\",\"dailymotion_url\":\"https:\\/\\/www.dailymotion.com\\/video\\/x6tqhqb\",\"videopress_url\":\"https:\\/\\/videopress.com\\/v\\/ZCAOzTNk\",\"autoplay\":\"yes\",\"pp_display_conditions\":[{\"_id\":\"bd90708\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"video\"},{\"id\":\"26c4f5b\",\"elType\":\"widget\",\"settings\":{\"title\":\"Easier annotation with a new toolbar\\n\",\"pp_display_conditions\":[{\"_id\":\"7383d9e\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"33939a3\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Building on the annotations rewrite in Ogma 6.0, we've added more customization options and designed a toolbar for a more seamless experience. It's a big step for Ogma customers as it means annotations are easier to implement, with no need to build a custom interface to get started.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"38c98a7\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"21f286b\",\"elType\":\"widget\",\"settings\":{\"youtube_url\":\"https:\\/\\/www.youtube.com\\/embed\\/CUSPzkpNiIs?si=A0VtbYHn1d69RrH9\",\"vimeo_url\":\"https:\\/\\/vimeo.com\\/235215203\",\"dailymotion_url\":\"https:\\/\\/www.dailymotion.com\\/video\\/x6tqhqb\",\"videopress_url\":\"https:\\/\\/videopress.com\\/v\\/ZCAOzTNk\",\"autoplay\":\"yes\",\"pp_display_conditions\":[{\"_id\":\"69b430e\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"video\"},{\"id\":\"c0d07c5\",\"elType\":\"widget\",\"settings\":{\"title\":\"Faster, smoother overlays and layers\",\"pp_display_conditions\":[{\"_id\":\"10bef4e\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"8be1194\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Overlays such as tooltips and notes are now managed together, so pages with hundreds of them stay smooth when panning and zooming. Layers are also no longer cut off at the edges of the screen when you zoom out. Existing overlays work as before, with an easy opt-out for special cases.\u003C\\/span>\u003C\\/p>\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">We've also improved how custom layers render including the new grid background. Layers remain visible when zooming out, no longer flicker when hovering over nodes, and sharpen more quickly after zooming.\u003C\\/span>\u003C\\/p>\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">These improvements help deliver a more responsive and visually consistent experience, particularly in graph applications with complex overlays and custom visual elements.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"067bbe8\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"eb8a71e\",\"elType\":\"widget\",\"settings\":{\"youtube_url\":\"https:\\/\\/www.youtube.com\\/embed\\/gOYzZCR1Y3o?si=CiJnpa-lTCeQQxXX\",\"vimeo_url\":\"https:\\/\\/vimeo.com\\/235215203\",\"dailymotion_url\":\"https:\\/\\/www.dailymotion.com\\/video\\/x6tqhqb\",\"videopress_url\":\"https:\\/\\/videopress.com\\/v\\/ZCAOzTNk\",\"autoplay\":\"yes\",\"pp_display_conditions\":[{\"_id\":\"ac7cb5a\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"video\"},{\"id\":\"21f8c82\",\"elType\":\"widget\",\"settings\":{\"youtube_url\":\"https:\\/\\/www.youtube.com\\/embed\\/qiH-Dklvj-E?si=RmsbBWi6LPS5ZQM5\",\"vimeo_url\":\"https:\\/\\/vimeo.com\\/235215203\",\"dailymotion_url\":\"https:\\/\\/www.dailymotion.com\\/video\\/x6tqhqb\",\"videopress_url\":\"https:\\/\\/videopress.com\\/v\\/ZCAOzTNk\",\"autoplay\":\"yes\",\"pp_display_conditions\":[{\"_id\":\"ab2d6a2\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"video\"},{\"id\":\"d85d9c6\",\"elType\":\"widget\",\"settings\":{\"title\":\"Getting started, faster\",\"pp_display_conditions\":[{\"_id\":\"15736e2\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"4d14058\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">The sooner you see your first graph, the sooner you see what Ogma can do. Three updates in 6.1 are built to shorten that path\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"dbf5777\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"b185db4\",\"elType\":\"widget\",\"settings\":{\"title\":\"One line to a working project\\n\",\"header_size\":\"h3\",\"pp_display_conditions\":[{\"_id\":\"47b7413\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"3df4dbe\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Run a single command, \u003C\\/span>\u003Cspan style=\\\"font-weight: 400;\\\">npm create @linkurious\\/ogma my-app\u003C\\/span>\u003Cspan style=\\\"font-weight: 400;\\\">, and Ogma sets up a ready-to-use project for your chosen build system. Dedicated wrappers cover React, Angular, Vue.js and Svelte. There's no manual setup, so evaluations and trials get to a working graph much sooner. The scaffolding script also installs an AI skill automatically, to help AI coding assistants work with Ogma. We've reworked and tested it, so the guidance is more reliable.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"6f1da18\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"4f71e28\",\"elType\":\"widget\",\"settings\":{\"title\":\"Design Kit tokens import\",\"header_size\":\"h3\",\"pp_display_conditions\":[{\"_id\":\"bdf8b0d\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"55307e9\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Building on the \u003C\\/span>\u003Ca href=\\\"https:\\/\\/doc.linkurious.com\\/ogma\\/latest\\/design-kit\\/download.html\\\" target=\\\"_blank\\\">Ogma Design Kit\u003C\\/a>\u003Cspan style=\\\"font-weight: 400;\\\"> introduced with 6.0, you can now export styling variables from Figma and generate a \u003C\\/span>\u003Cspan style=\\\"font-weight: 400;\\\">theme.ts\u003C\\/span>\u003Cspan style=\\\"font-weight: 400;\\\"> file from them. Handover from designers to developers gets easier, turnaround between design, product and engineering teams gets faster, and styling stays more consistent. No more copying the same values into dozens of places.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"86b9ac5\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"4318e25\",\"elType\":\"widget\",\"settings\":{\"youtube_url\":\"https:\\/\\/www.youtube.com\\/embed\\/_l7XCFtZLEU?si=TIDDYSRXqtz1eQ77\",\"vimeo_url\":\"https:\\/\\/vimeo.com\\/235215203\",\"dailymotion_url\":\"https:\\/\\/www.dailymotion.com\\/video\\/x6tqhqb\",\"videopress_url\":\"https:\\/\\/videopress.com\\/v\\/ZCAOzTNk\",\"autoplay\":\"yes\",\"pp_display_conditions\":[{\"_id\":\"eb6e30c\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"video\"},{\"id\":\"34c0f4f\",\"elType\":\"widget\",\"settings\":{\"title\":\"More ways to build with Ogma\",\"pp_display_conditions\":[{\"_id\":\"b5215aa\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"baec64e\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Ogma 6.1 makes it easier for data scientists and technical teams to get started and build interactive graph visualizations.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"f967015\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"112c025\",\"elType\":\"widget\",\"settings\":{\"title\":\"Ogma + MongoDB tutorial\\n\",\"header_size\":\"h3\",\"pp_display_conditions\":[{\"_id\":\"dc77238\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"90304d9\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Most applications already store relationships in their data. A product belongs to a category. An order links a customer to a list of products. Those references are a graph waiting to be seen.\u003C\\/span>\u003C\\/p>\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Our new tutorial shows how to turn\\u00a0\u003C\\/span>\u003Ca href=\\\"https:\\/\\/www.mongodb.com\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">MongoDB\u003C\\/a>\u003Cspan style=\\\"font-weight: 400;\\\">\\u00a0data into an interactive graph. It follows a product co-purchase example for an online shop, and reveals buying patterns like the products that bridge different categories. It needs only under 200 lines of server code. For teams already storing relationship data in MongoDB, such as e-commerce, recommendations and customer analytics, it's a much quicker route to a first graph.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"57aaff8\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"606d181\",\"elType\":\"widget\",\"settings\":{\"image\":{\"url\":\"\\/images\\/uploads\\/2026\\/10\\/MongoDB.svg\",\"id\":32743,\"size\":\"\",\"alt\":\"Mongodb exemple\",\"source\":\"library\"},\"pp_display_conditions\":[{\"_id\":\"683446c\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"image\"},{\"id\":\"98bb1b6\",\"elType\":\"widget\",\"settings\":{\"title\":\"Ogma \\u00d7 Jupyter notebooks\\n\",\"header_size\":\"h3\",\"pp_display_conditions\":[{\"_id\":\"6960e23\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"4b52129\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Data scientists work in notebooks, so we've brought Ogma to them. The new Ogma widget for Jupyter lets analysts build an interactive graph in Python, complete with layouts, style rules and grouping. There's no export step to a separate tool, and findings can be shared as reproducible notebooks. It works in JupyterLab, VS Code, Colab and Databricks.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"b1d54e3\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"8bff5e2\",\"elType\":\"widget\",\"settings\":{\"title\":\"A redesigned examples page\",\"header_size\":\"h3\",\"pp_display_conditions\":[{\"_id\":\"73d437f\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"76d0c26\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">We know that\\u00a0\u003C\\/span>\u003Ca href=\\\"https:\\/\\/doc.linkurious.com\\/ogma\\/latest\\/examples\\/\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">examples pages\u003C\\/a>\u003Cspan style=\\\"font-weight: 400;\\\">\\u00a0are key to your exploration of Ogma, so we gave them a revamp. Examples are now grouped into categories, with a new search and filtering feature to find the right one faster. You can bookmark your favourites, and larger thumbnails with descriptions show what each example does before you click.\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"aeb4646\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"},{\"id\":\"14d1c28\",\"elType\":\"widget\",\"settings\":{\"image\":{\"url\":\"\\/images\\/uploads\\/2026\\/10\\/New_Examples_Page-1.png\",\"id\":32779,\"size\":\"\",\"alt\":\"Ogma new exemple page\",\"source\":\"library\"},\"pp_display_conditions\":[{\"_id\":\"5692c6a\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"image\"},{\"id\":\"a9291c3\",\"elType\":\"widget\",\"settings\":{\"title\":\"See Ogma in action: Exploring cybersecurity threats with Oracle\",\"pp_display_conditions\":[{\"_id\":\"53086e1\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"heading\"},{\"id\":\"5ff361d\",\"elType\":\"widget\",\"settings\":{\"editor\":\"\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">What does graph visualization look like in a real-world cybersecurity scenario? We've teamed up with Oracle to build an interactive demo using a dataset from Los Alamos National Laboratory, exploring how attackers compromised 104 accounts and 301 computers.\u003C\\/span>\u003C\\/p>\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Discover how Ogma helps make complex connections and attack paths easier to investigate. Watch the\\u00a0\u003C\\/span>\u003Ca href=\\\"https:\\/\\/youtu.be\\/i7erV5a9e3A?si=vUt2vmxxvkEHNiOk\\\" target=\\\"_blank\\\" rel=\\\"noopener\\\">Oracle's Analytics and Data TechCasts session\u003C\\/a>\u003Cspan style=\\\"font-weight: 400;\\\">.\\u00a0\u003C\\/span>\u003C\\/p>\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">Ready to try Ogma 6.1? Start with the new project creator, or browse the redesigned examples to find your next idea.\u003C\\/span>\u003C\\/p>\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">\\u00a0\u003C\\/span>\u003C\\/p>\u003Cp>\u003Cspan style=\\\"font-weight: 400;\\\">\\u00a0\u003C\\/span>\u003C\\/p>\",\"pp_display_conditions\":[{\"_id\":\"cb9e7ce\"}],\"pp_elements_tooltip_content\":\"Tooltip Content\"},\"elements\":[],\"widgetType\":\"text-editor\"}],\"isInner\":false}],\"isInner\":false}]","\t\t\u003Cdiv data-elementor-type=\"wp-post\" data-elementor-id=\"32733\" class=\"elementor elementor-32733\">\n\t\t\t\t\t\t\u003Csection class=\"elementor-section elementor-top-section elementor-element elementor-element-9b4e772 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9b4e772\" data-element_type=\"section\">\n\t\t\t\t\t\t\u003Cdiv class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\u003Cdiv class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5a6b23d\" data-id=\"5a6b23d\" data-element_type=\"column\">\n\t\t\t\u003Cdiv class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\n\t\t\u003Cdiv class=\"elementor-element elementor-element-66918e3 elementor-widget elementor-widget-text-editor\" data-id=\"66918e3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Ca href=\"https://doc.linkurious.com/ogma/latest/\" target=\"_blank\" rel=\"noopener\">Ogma\u003C/a> 6.1 is here, bringing a major step forward in the graph visualization experience. From more expressive edges and smoother interactions to greater customization and faster development, this release helps developers build richer, more polished graph applications.\u003C/p>\u003Cp>New edge badges, extremity text, and gradient edges make connections more meaningful at a glance. A grid background, refined grouping animations, enhanced Geo mode with \u003Ca href=\"https://www.google.com/url?q=http://deck.gl&sa=D&source=docs&ust=1791817947837444&usg=AOvVaw3i8mjGHXsovgz7UVJGJyjF\" target=\"_blank\" rel=\"noopener\" data-rawhref=\"http://deck.gl\">deck.gl\u003C/a> and Mapbox support, and improved performance with hundreds of layers bring greater flexibility and fluidity to your visualizations. Meanwhile, a new Jupyter widget, MongoDB tutorial, and redesigned examples page make it easier to get started and bring your ideas to life.\u003C/p>\u003Cp>Latest version: \u003Ca style=\"background-color: #d1e4dd;\" href=\"https://doc.linkurious.com/ogma/latest/changelog.html\" target=\"_blank\" rel=\"noopener\">6.1.0\u003C/a>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"pp-toc--minimized-on-tablet elementor-element elementor-element-949670f elementor-widget elementor-widget-pp-table-of-contents\" data-id=\"949670f\" data-element_type=\"widget\" data-settings=\"{"headings_by_tags":["h2"],"exclude_headings_by_selector":[],"marker_view":"none","minimize_box":"yes","minimized_on":"tablet","hierarchical_view":"yes","scroll_offset":{"unit":"px","size":"","sizes":[]},"scroll_offset_tablet":{"unit":"px","size":"","sizes":[]},"scroll_offset_mobile":{"unit":"px","size":"","sizes":[]},"min_height":{"unit":"px","size":"","sizes":[]},"min_height_tablet":{"unit":"px","size":"","sizes":[]},"min_height_mobile":{"unit":"px","size":"","sizes":[]}}\" data-widget_type=\"pp-table-of-contents.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\u003Cdiv id=\"pp-toc-949670f\" class=\"pp-toc\">\n\t\t\t\u003Cdiv class=\"pp-toc__header\" aria-controls=\"pp-toc__body\">\n\t\t\t\t\u003Cdiv class=\"pp-toc__header-title-wrapper\">\n\t\t\t\t\t\u003Ch4 class=\"pp-toc__header-title\">\n\t\t\t\t\t\tIn this article\t\t\t\t\t\u003C/h4>\n\t\t\t\t\u003C/div>\n\n\t\t\t\t\t\t\t\t\t\u003Cdiv class=\"pp-toc__toggle-button pp-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-label=\"Open table of contents\">\u003Ci aria-hidden=\"true\" class=\"fas fa-chevron-down\">\u003C/i>\u003C/div>\n\t\t\t\t\t\u003Cdiv class=\"pp-toc__toggle-button pp-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-label=\"Close table of contents\">\u003Ci aria-hidden=\"true\" class=\"fas fa-chevron-up\">\u003C/i>\u003C/div>\n\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\u003Cdiv class=\"pp-toc__body\" aria-expanded=\"true\">\n\t\t\t\t\u003Cdiv class=\"pp-toc__spinner-container\">\n\t\t\t\t\t\u003Ci class=\"pp-toc__spinner eicon-loading eicon-animation-spin\" aria-hidden=\"true\">\u003C/i>\n\t\t\t\t\u003C/div>\n\t\t\t\u003C/div>\n\t\t\u003C/div>\n\n\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-d64fb25 elementor-widget elementor-widget-heading\" data-id=\"d64fb25\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch2 class=\"elementor-heading-title elementor-size-default\">More meaningful edges, clearer connections\u003C/h2>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-4cd5f4e elementor-widget elementor-widget-text-editor\" data-id=\"4cd5f4e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Edges do more than connect nodes. Connections are often where the story is in a graph. Ogma 6.1 gives you three new ways to make them speak for themselves.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-fc921e5 elementor-widget elementor-widget-heading\" data-id=\"fc921e5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch3 class=\"elementor-heading-title elementor-size-default\">Extremity text\u003C/h3>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-641d7f8 elementor-widget elementor-widget-text-editor\" data-id=\"641d7f8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Edges can now carry text labels at both ends, right next to the arrowheads. It’s a natural fit for cybersecurity, network mapping and software architecture, where each end of a connection often means something different. You get more metadata on the graph, and the text stays sharp at any zoom level.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-80333dc elementor-widget elementor-widget-image\" data-id=\"80333dc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003Cimg decoding=\"async\" width=\"100\" height=\"57\" src=\"/images/uploads/2026/10/Extremity_Text-100x57.png\" class=\"attachment-large size-large wp-image-32740\" alt=\"Extremety text edge\" srcset=\"/images/uploads/2026/10/Extremity_Text-100x57.png 100w, /images/uploads/2026/10/Extremity_Text-578x332.png 578w, /images/uploads/2026/10/Extremity_Text-150x86.png 150w, /images/uploads/2026/10/Extremity_Text-768x441.png 768w, /images/uploads/2026/10/Extremity_Text-348x200.png 348w, /images/uploads/2026/10/Extremity_Text-40x23.png 40w, /images/uploads/2026/10/Extremity_Text-855x491.png 855w, /images/uploads/2026/10/Extremity_Text.png 1434w\" sizes=\"(max-width: 100px) 100vw, 100px\" style=\"width:100%;height:57.46%;max-width:1434px\" />\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-428db06 elementor-widget elementor-widget-heading\" data-id=\"428db06\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch3 class=\"elementor-heading-title elementor-size-default\">Edge badges\n\u003C/h3>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-99286c2 elementor-widget elementor-widget-text-editor\" data-id=\"99286c2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Native badges can now sit directly on edges, with text, colour and styling options. Viewers can tell what a connection is at a glance, without clicking on each edge. Icons can flag relationship types, such as a transfer or an alert. And when edges are grouped, a badge can show how many were bundled together, which is hard to judge by eye once lines overlap.\u003C/span>\u003C/p>\u003Cp>\u003Cspan style=\"font-weight: 400;\">Badges also make dense graphs easier to read, with far less clutter than text labels. We’re already prototyping pill-shaped badges that fit longer numbers and text.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-eee5f41 elementor-widget elementor-widget-video\" data-id=\"eee5f41\" data-element_type=\"widget\" data-settings=\"{"youtube_url":"https:\\/\\/www.youtube.com\\/embed\\/q4bd89XSUGA?si=v6uDTB9Nr9dBIECx","autoplay":"yes","video_type":"youtube","controls":"yes"}\" data-widget_type=\"video.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\u003Cdiv class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t\u003Cdiv class=\"elementor-video\">\u003C/div>\t\t\u003C/div>\n\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-f915d32 elementor-widget elementor-widget-heading\" data-id=\"f915d32\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch3 class=\"elementor-heading-title elementor-size-default\">Gradient coloured edges\n\u003C/h3>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-30427c1 elementor-widget elementor-widget-text-editor\" data-id=\"30427c1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Edges can now blend smoothly from the colour of the source node to the colour of the target node. It shows direction and endpoint colour without needing arrowheads, and it helps dense graphs read more clearly.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-886d49c elementor-widget elementor-widget-image\" data-id=\"886d49c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003Cimg decoding=\"async\" width=\"100\" height=\"51\" src=\"/images/uploads/2026/10/Gradient_Edge-100x51.png\" class=\"attachment-large size-large wp-image-32742\" alt=\"gradiant color edge\" srcset=\"/images/uploads/2026/10/Gradient_Edge-100x51.png 100w, /images/uploads/2026/10/Gradient_Edge-578x293.png 578w, /images/uploads/2026/10/Gradient_Edge-150x76.png 150w, /images/uploads/2026/10/Gradient_Edge-768x389.png 768w, /images/uploads/2026/10/Gradient_Edge-382x194.png 382w, /images/uploads/2026/10/Gradient_Edge-40x20.png 40w, /images/uploads/2026/10/Gradient_Edge-855x433.png 855w, /images/uploads/2026/10/Gradient_Edge-1536x778.png 1536w, /images/uploads/2026/10/Gradient_Edge-1568x795.png 1568w, /images/uploads/2026/10/Gradient_Edge.png 1634w\" sizes=\"(max-width: 100px) 100vw, 100px\" style=\"width:100%;height:50.67%;max-width:1634px\" />\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-a03e5a9 elementor-widget elementor-widget-heading\" data-id=\"a03e5a9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch2 class=\"elementor-heading-title elementor-size-default\">Refined layouts and smoother interactions \n\u003C/h2>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-14cc7ae elementor-widget elementor-widget-text-editor\" data-id=\"14cc7ae\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">A great graph visualization isn’t just about how information is displayed, but also how easily users can navigate and interact with it. Ogma 6.1 brings several refinements to make graph layouts more reliable, interactions more fluid, and visualizations easier to customize.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-f78697c elementor-widget elementor-widget-heading\" data-id=\"f78697c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch3 class=\"elementor-heading-title elementor-size-default\">Radial and concentric layouts, rebuilt\u003C/h3>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-512528a elementor-widget elementor-widget-text-editor\" data-id=\"512528a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">We’ve rebuilt the radial and concentric layouts on a standalone, separately maintained layout engine. The old radial layout could stop too early on small and star-shaped graphs, giving less efficient results. The new one is more reliable on those graphs, and tree layouts are cleaner, with fewer crossing edges so hierarchies are easier to read. Rings also keep a minimum gap, so they never overlap. Your existing settings keep working as before.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-b8b91b0 elementor-widget elementor-widget-image\" data-id=\"b8b91b0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003Cimg decoding=\"async\" width=\"100\" height=\"48\" src=\"/images/uploads/2026/10/Radial_Concentric_Layout-100x48.png\" class=\"attachment-large size-large wp-image-32745\" alt=\"\" srcset=\"/images/uploads/2026/10/Radial_Concentric_Layout-100x48.png 100w, /images/uploads/2026/10/Radial_Concentric_Layout-578x278.png 578w, /images/uploads/2026/10/Radial_Concentric_Layout-150x72.png 150w, /images/uploads/2026/10/Radial_Concentric_Layout-768x370.png 768w, /images/uploads/2026/10/Radial_Concentric_Layout-382x184.png 382w, /images/uploads/2026/10/Radial_Concentric_Layout-40x19.png 40w, /images/uploads/2026/10/Radial_Concentric_Layout-855x412.png 855w, /images/uploads/2026/10/Radial_Concentric_Layout-1536x740.png 1536w, /images/uploads/2026/10/Radial_Concentric_Layout-1568x755.png 1568w, /images/uploads/2026/10/Radial_Concentric_Layout.png 1944w\" sizes=\"(max-width: 100px) 100vw, 100px\" style=\"width:100%;height:48.15%;max-width:1944px\" />\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-634e607 elementor-widget elementor-widget-heading\" data-id=\"634e607\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch3 class=\"elementor-heading-title elementor-size-default\">Smoother group and expand animations\u003C/h3>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-d46ea2e elementor-widget elementor-widget-text-editor\" data-id=\"d46ea2e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Expanding and collapsing groups now feels more fluid, with smoother animations that make changes to the graph easier to follow. It’s a small but meaningful improvement, especially when exploring complex graphs with grouped data.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-e2fcb01 elementor-widget elementor-widget-video\" data-id=\"e2fcb01\" data-element_type=\"widget\" data-settings=\"{"youtube_url":"https:\\/\\/www.youtube.com\\/embed\\/1HmpODtnilY?si=rD0asJHb7m7-IItD","autoplay":"yes","video_type":"youtube","controls":"yes"}\" data-widget_type=\"video.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\u003Cdiv class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t\u003Cdiv class=\"elementor-video\">\u003C/div>\t\t\u003C/div>\n\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-7620e9a elementor-widget elementor-widget-heading\" data-id=\"7620e9a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch3 class=\"elementor-heading-title elementor-size-default\">Grid background\u003C/h3>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-16780ef elementor-widget elementor-widget-text-editor\" data-id=\"16780ef\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">A new grid background gives your visualisation a sense of scale and makes manual rearrangement easier. Nodes can snap to the grid, so hand-arranged graphs look neat and presentable. If you’ve used a design or CAD tool, it will feel instantly familiar.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-a8ed176 elementor-widget elementor-widget-video\" data-id=\"a8ed176\" data-element_type=\"widget\" data-settings=\"{"youtube_url":"https:\\/\\/www.youtube.com\\/embed\\/XdWfl5wqX7c?si=WlKvpwx3dG0D0VVz","autoplay":"yes","video_type":"youtube","controls":"yes"}\" data-widget_type=\"video.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\u003Cdiv class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t\u003Cdiv class=\"elementor-video\">\u003C/div>\t\t\u003C/div>\n\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-8970f86 elementor-widget elementor-widget-heading\" data-id=\"8970f86\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch2 class=\"elementor-heading-title elementor-size-default\">Geo mode meets deck.gl and Mapbox\u003C/h2>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-3752741 elementor-widget elementor-widget-text-editor\" data-id=\"3752741\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Deck.gl and Mapbox apps can now be integrated into Geo mode. Teams can reuse the map tooling they already have and build custom map experiences around their graphs. Combine graph visualization with existing mapping tools to create custom geospatial experiences, layer spatial data, custom map interactions and dynamically explore complex connections in their geographic context.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-6544d09 elementor-widget elementor-widget-image\" data-id=\"6544d09\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"100\" height=\"59\" src=\"/images/uploads/2026/10/DeckGL-100x59.png\" class=\"attachment-large size-large wp-image-32741\" alt=\"DeckGL graph rendering\" srcset=\"/images/uploads/2026/10/DeckGL-100x59.png 100w, /images/uploads/2026/10/DeckGL-578x342.png 578w, /images/uploads/2026/10/DeckGL-150x89.png 150w, /images/uploads/2026/10/DeckGL-768x455.png 768w, /images/uploads/2026/10/DeckGL-338x200.png 338w, /images/uploads/2026/10/DeckGL-40x24.png 40w, /images/uploads/2026/10/DeckGL-855x506.png 855w, /images/uploads/2026/10/DeckGL-1536x909.png 1536w, /images/uploads/2026/10/DeckGL-1568x928.png 1568w, /images/uploads/2026/10/DeckGL.png 1676w\" sizes=\"(max-width: 100px) 100vw, 100px\" style=\"width:100%;height:59.19%;max-width:1676px\" />\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-5afaeec elementor-widget elementor-widget-heading\" data-id=\"5afaeec\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch2 class=\"elementor-heading-title elementor-size-default\">Topological keyboard navigation\n\u003C/h2>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-7714b49 elementor-widget elementor-widget-text-editor\" data-id=\"7714b49\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Ogma 6.1 adds a new approach to accessible keyboard navigation. Instead of jumping around the screen, you move through the graph by following its connections, from a node to its neighbours, using only the keyboard. It’s designed with sighted users in mind, and the camera follows along, so you never lose your place.\u003C/span>\u003C/p>\u003Cp>\u003Cspan style=\"font-weight: 400;\">It’s faster for power users who prefer keyboard-driven investigation, and it helps meet the accessibility standards that enterprise and public-sector buyers ask for. It’s also a great way to walk an audience through a graph during a demo.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-8e4cbbc elementor-widget elementor-widget-video\" data-id=\"8e4cbbc\" data-element_type=\"widget\" data-settings=\"{"youtube_url":"https:\\/\\/www.youtube.com\\/embed\\/1_8hVUJl4UA?si=18BjZ7WnF4N8jL9v","autoplay":"yes","video_type":"youtube","controls":"yes"}\" data-widget_type=\"video.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\u003Cdiv class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t\u003Cdiv class=\"elementor-video\">\u003C/div>\t\t\u003C/div>\n\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-26c4f5b elementor-widget elementor-widget-heading\" data-id=\"26c4f5b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch2 class=\"elementor-heading-title elementor-size-default\">Easier annotation with a new toolbar\n\u003C/h2>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-33939a3 elementor-widget elementor-widget-text-editor\" data-id=\"33939a3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Building on the annotations rewrite in Ogma 6.0, we’ve added more customization options and designed a toolbar for a more seamless experience. It’s a big step for Ogma customers as it means annotations are easier to implement, with no need to build a custom interface to get started.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-21f286b elementor-widget elementor-widget-video\" data-id=\"21f286b\" data-element_type=\"widget\" data-settings=\"{"youtube_url":"https:\\/\\/www.youtube.com\\/embed\\/CUSPzkpNiIs?si=A0VtbYHn1d69RrH9","autoplay":"yes","video_type":"youtube","controls":"yes"}\" data-widget_type=\"video.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\u003Cdiv class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t\u003Cdiv class=\"elementor-video\">\u003C/div>\t\t\u003C/div>\n\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-c0d07c5 elementor-widget elementor-widget-heading\" data-id=\"c0d07c5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch2 class=\"elementor-heading-title elementor-size-default\">Faster, smoother overlays and layers\u003C/h2>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-8be1194 elementor-widget elementor-widget-text-editor\" data-id=\"8be1194\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Overlays such as tooltips and notes are now managed together, so pages with hundreds of them stay smooth when panning and zooming. Layers are also no longer cut off at the edges of the screen when you zoom out. Existing overlays work as before, with an easy opt-out for special cases.\u003C/span>\u003C/p>\u003Cp>\u003Cspan style=\"font-weight: 400;\">We’ve also improved how custom layers render including the new grid background. Layers remain visible when zooming out, no longer flicker when hovering over nodes, and sharpen more quickly after zooming.\u003C/span>\u003C/p>\u003Cp>\u003Cspan style=\"font-weight: 400;\">These improvements help deliver a more responsive and visually consistent experience, particularly in graph applications with complex overlays and custom visual elements.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-eb8a71e elementor-widget elementor-widget-video\" data-id=\"eb8a71e\" data-element_type=\"widget\" data-settings=\"{"youtube_url":"https:\\/\\/www.youtube.com\\/embed\\/gOYzZCR1Y3o?si=CiJnpa-lTCeQQxXX","autoplay":"yes","video_type":"youtube","controls":"yes"}\" data-widget_type=\"video.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\u003Cdiv class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t\u003Cdiv class=\"elementor-video\">\u003C/div>\t\t\u003C/div>\n\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-21f8c82 elementor-widget elementor-widget-video\" data-id=\"21f8c82\" data-element_type=\"widget\" data-settings=\"{"youtube_url":"https:\\/\\/www.youtube.com\\/embed\\/qiH-Dklvj-E?si=RmsbBWi6LPS5ZQM5","autoplay":"yes","video_type":"youtube","controls":"yes"}\" data-widget_type=\"video.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\u003Cdiv class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t\u003Cdiv class=\"elementor-video\">\u003C/div>\t\t\u003C/div>\n\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-d85d9c6 elementor-widget elementor-widget-heading\" data-id=\"d85d9c6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch2 class=\"elementor-heading-title elementor-size-default\">Getting started, faster\u003C/h2>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-4d14058 elementor-widget elementor-widget-text-editor\" data-id=\"4d14058\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">The sooner you see your first graph, the sooner you see what Ogma can do. Three updates in 6.1 are built to shorten that path\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-b185db4 elementor-widget elementor-widget-heading\" data-id=\"b185db4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch3 class=\"elementor-heading-title elementor-size-default\">One line to a working project\n\u003C/h3>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-3df4dbe elementor-widget elementor-widget-text-editor\" data-id=\"3df4dbe\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Run a single command, \u003C/span>\u003Cspan style=\"font-weight: 400;\">npm create @linkurious/ogma my-app\u003C/span>\u003Cspan style=\"font-weight: 400;\">, and Ogma sets up a ready-to-use project for your chosen build system. Dedicated wrappers cover React, Angular, Vue.js and Svelte. There’s no manual setup, so evaluations and trials get to a working graph much sooner. The scaffolding script also installs an AI skill automatically, to help AI coding assistants work with Ogma. We’ve reworked and tested it, so the guidance is more reliable.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-4f71e28 elementor-widget elementor-widget-heading\" data-id=\"4f71e28\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch3 class=\"elementor-heading-title elementor-size-default\">Design Kit tokens import\u003C/h3>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-55307e9 elementor-widget elementor-widget-text-editor\" data-id=\"55307e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Building on the \u003C/span>\u003Ca href=\"https://doc.linkurious.com/ogma/latest/design-kit/download.html\" target=\"_blank\">Ogma Design Kit\u003C/a>\u003Cspan style=\"font-weight: 400;\"> introduced with 6.0, you can now export styling variables from Figma and generate a \u003C/span>\u003Cspan style=\"font-weight: 400;\">theme.ts\u003C/span>\u003Cspan style=\"font-weight: 400;\"> file from them. Handover from designers to developers gets easier, turnaround between design, product and engineering teams gets faster, and styling stays more consistent. No more copying the same values into dozens of places.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-4318e25 elementor-widget elementor-widget-video\" data-id=\"4318e25\" data-element_type=\"widget\" data-settings=\"{"youtube_url":"https:\\/\\/www.youtube.com\\/embed\\/_l7XCFtZLEU?si=TIDDYSRXqtz1eQ77","autoplay":"yes","video_type":"youtube","controls":"yes"}\" data-widget_type=\"video.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\u003Cdiv class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t\u003Cdiv class=\"elementor-video\">\u003C/div>\t\t\u003C/div>\n\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-34c0f4f elementor-widget elementor-widget-heading\" data-id=\"34c0f4f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch2 class=\"elementor-heading-title elementor-size-default\">More ways to build with Ogma\u003C/h2>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-baec64e elementor-widget elementor-widget-text-editor\" data-id=\"baec64e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Ogma 6.1 makes it easier for data scientists and technical teams to get started and build interactive graph visualizations.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-112c025 elementor-widget elementor-widget-heading\" data-id=\"112c025\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch3 class=\"elementor-heading-title elementor-size-default\">Ogma + MongoDB tutorial\n\u003C/h3>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-90304d9 elementor-widget elementor-widget-text-editor\" data-id=\"90304d9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Most applications already store relationships in their data. A product belongs to a category. An order links a customer to a list of products. Those references are a graph waiting to be seen.\u003C/span>\u003C/p>\u003Cp>\u003Cspan style=\"font-weight: 400;\">Our new tutorial shows how to turn \u003C/span>\u003Ca href=\"https://www.mongodb.com/\" target=\"_blank\" rel=\"noopener\">MongoDB\u003C/a>\u003Cspan style=\"font-weight: 400;\"> data into an interactive graph. It follows a product co-purchase example for an online shop, and reveals buying patterns like the products that bridge different categories. It needs only under 200 lines of server code. For teams already storing relationship data in MongoDB, such as e-commerce, recommendations and customer analytics, it’s a much quicker route to a first graph.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-606d181 elementor-widget elementor-widget-image\" data-id=\"606d181\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"100\" height=\"1\" src=\"/images/uploads/2026/10/MongoDB.svg\" class=\"attachment-large size-large wp-image-32743\" alt=\"Mongodb exemple\" style=\"width:100%;height:28.13%;max-width:640px\" />\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-98bb1b6 elementor-widget elementor-widget-heading\" data-id=\"98bb1b6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch3 class=\"elementor-heading-title elementor-size-default\">Ogma × Jupyter notebooks\n\u003C/h3>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-4b52129 elementor-widget elementor-widget-text-editor\" data-id=\"4b52129\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">Data scientists work in notebooks, so we’ve brought Ogma to them. The new Ogma widget for Jupyter lets analysts build an interactive graph in Python, complete with layouts, style rules and grouping. There’s no export step to a separate tool, and findings can be shared as reproducible notebooks. It works in JupyterLab, VS Code, Colab and Databricks.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-8bff5e2 elementor-widget elementor-widget-heading\" data-id=\"8bff5e2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch3 class=\"elementor-heading-title elementor-size-default\">A redesigned examples page\u003C/h3>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-76d0c26 elementor-widget elementor-widget-text-editor\" data-id=\"76d0c26\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">We know that \u003C/span>\u003Ca href=\"https://doc.linkurious.com/ogma/latest/examples/\" target=\"_blank\" rel=\"noopener\">examples pages\u003C/a>\u003Cspan style=\"font-weight: 400;\"> are key to your exploration of Ogma, so we gave them a revamp. Examples are now grouped into categories, with a new search and filtering feature to find the right one faster. You can bookmark your favourites, and larger thumbnails with descriptions show what each example does before you click.\u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-14d1c28 elementor-widget elementor-widget-image\" data-id=\"14d1c28\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"100\" height=\"61\" src=\"/images/uploads/2026/10/New_Examples_Page-1-100x61.png\" class=\"attachment-large size-large wp-image-32779\" alt=\"Ogma new exemple page\" srcset=\"/images/uploads/2026/10/New_Examples_Page-1-100x61.png 100w, /images/uploads/2026/10/New_Examples_Page-1-578x354.png 578w, /images/uploads/2026/10/New_Examples_Page-1-150x92.png 150w, /images/uploads/2026/10/New_Examples_Page-1-768x471.png 768w, /images/uploads/2026/10/New_Examples_Page-1-326x200.png 326w, /images/uploads/2026/10/New_Examples_Page-1-40x25.png 40w\" sizes=\"(max-width: 100px) 100vw, 100px\" style=\"width:100%;height:61.3%;max-width:2584px\" />\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-a9291c3 elementor-widget elementor-widget-heading\" data-id=\"a9291c3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\u003Ch2 class=\"elementor-heading-title elementor-size-default\">See Ogma in action: Exploring cybersecurity threats with Oracle\u003C/h2>\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\u003Cdiv class=\"elementor-element elementor-element-5ff361d elementor-widget elementor-widget-text-editor\" data-id=\"5ff361d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\u003Cdiv class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u003Cp>\u003Cspan style=\"font-weight: 400;\">What does graph visualization look like in a real-world cybersecurity scenario? We’ve teamed up with Oracle to build an interactive demo using a dataset from Los Alamos National Laboratory, exploring how attackers compromised 104 accounts and 301 computers.\u003C/span>\u003C/p>\u003Cp>\u003Cspan style=\"font-weight: 400;\">Discover how Ogma helps make complex connections and attack paths easier to investigate. Watch the \u003C/span>\u003Ca href=\"https://youtu.be/i7erV5a9e3A?si=vUt2vmxxvkEHNiOk\" target=\"_blank\" rel=\"noopener\">Oracle’s Analytics and Data TechCasts session\u003C/a>\u003Cspan style=\"font-weight: 400;\">. \u003C/span>\u003C/p>\u003Cp>\u003Cspan style=\"font-weight: 400;\">Ready to try Ogma 6.1? Start with the new project creator, or browse the redesigned examples to find your next idea.\u003C/span>\u003C/p>\u003Cp>\u003Cspan style=\"font-weight: 400;\"> \u003C/span>\u003C/p>\u003Cp>\u003Cspan style=\"font-weight: 400;\"> \u003C/span>\u003C/p>\t\t\t\t\t\t\t\t\u003C/div>\n\t\t\t\t\u003C/div>\n\t\t\t\t\t\u003C/div>\n\t\t\u003C/div>\n\t\t\t\t\t\u003C/div>\n\t\t\u003C/section>\n\t\t\t\t\u003C/div>\n\t\t","","Ogma 6.1: Richer graph visualizations, smoother experiences, faster development","2026-10-13T09:16:41",{"node":12,"__typename":15},{"sourceUrl":13,"__typename":14},"/images/uploads/2026/10/Ogma6.1_Thumbnail.png","MediaItem","NodeWithFeaturedImageToMediaItemConnectionEdge",{"nodes":17,"__typename":22},[18],{"name":19,"slug":20,"__typename":21},"Ogma","ogma-product","Category","PostToCategoryConnection",{"title":9,"description":24,"canonicalUrl":25,"focusKeywords":26,"fullHead":28,"robots":29,"jsonLd":35,"openGraph":38,"__typename":56},"Linkurious Ogma 6.1 is here, bringing new 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