Virtuoso IDE
& Graph Visualization Tool

Explore, query and visualize your graph data in Virtuoso with gdotv.

A Purpose-Built IDE for Virtuoso Developers

Virtuoso is a mature, multi-model database server from OpenLink Software, supporting RDF, SPARQL, SQL, and property graphs in a single platform. Best known as the store behind DBpedia, it offers federated querying, broad standards compliance, and both open source and commercial editions, making it a reliable choice for large-scale Linked Data deployments.

Virtuoso integration with gdotv is a solid choice, allowing users to visually explore RDF datasets through an interactive data visualization interface. gdotv provides a variety of tools to make exploring your Virtuoso graph data easier, including no-code graph data explorer, data schema view, syntax highlighting, SPARQL query guardrails and more.

Skip Ahead to Features

Virtuoso

OpenLink Software

Query languages supported by gdotv: SPARQL

Learn more about Virtuoso

An Overview of Virtuoso

Virtuoso, developed by OpenLink Software, is a versatile and long-established multi-model database server that supports RDF, SPARQL, SQL, and property graphs within a single platform. It is perhaps best known as the underlying store for DBpedia, the structured data counterpart to Wikipedia, and has a strong track record in large-scale Linked Data deployments.

Virtuoso supports federated querying, allowing it to pull data from multiple remote SPARQL endpoints in a single query. Its multi-model nature means it can serve as both a relational database and a graph store simultaneously, making it attractive for organizations that need to manage diverse data types without deploying multiple separate systems.

Available in both open source and commercial editions, Virtuoso is a mature and battle-tested platform with decades of development behind it, making it a reliable choice for large-scale Semantic Web and Linked Data applications.

Don't Take Our Word for It

Try out gdotv for yourself

Let's Go

Need More Details?

Dive into the docs

Take Me There

What’s Possible with Virtuoso + gdotv

Easy Installation & Setup

Effortlessly integrate gdotv with your Virtuoso graph database with a simplified plug-and-play database connector. The gdotv database client provides straightforward database connection and configuration instructions to get you started in less than a minute.

This Virtuoso IDE is available to download for Windows, macOS, and Linux with a one-click installer to get you started instantly.

Connecting to Virtuoso with gdotv is as easy as 1-2-3!

Manage all your database connections and queries from one central console.

Centralized Connection Management

gdotv can be used to query and compare data from a huge range of graph database vendors – simultaneously! We don’t just work with Virtuoso: gdotv data visualization tools fully integrate with various other graph technologies, including all Apache TinkerPop™ compatible graph databases and most LPG and RDF providers.

gdotv is fully compatible with query languages like SPARQL, Gremlin, Cypher, Google SQL, SQL:2023, and more. Using an intuitive UI, you can switch between your connections and queries seamlessly.

Customizable Data Visualization

You can create custom visualization rules for your Virtuoso graph database with gdotv to determine the look and feel of your data.

The gdotv database client boasts easy-to-configure style options that you can use to customize vertices and edges based on their labels and property values.

You can choose any color, size, or background image and adjust other elements to match your preference.

A sample graph display in gdotv using loading custom image file URL from vertex properties

The Graph Data Explorer enables no-code path exploration directly against your Virtuoso graph database in just a few clicks

No-Code Data Exploration with the gdotv Graph Data Explorer

Use the built-in gdotv Graph Data Explorer to navigate your Virtuoso data without using queries.

The Graph Data Explorer allows you to define path patterns to query from your data, using filters on both your vertices and edges. Elements in the declared path can be filtering according to their label, direction, and property values, allowing you to perform complex path pattern searches with no code.

Instantly Load & View Your Data Model

Understanding and verifying your data schema is critical component of graph management. This is why gdotv provides an overview of your data structure with the data model view.

For Virtuoso, there is no need to provide a data model, as gdotv is able to infer the schema directly from the data itself. This is always just a click away, meaning that you always have an bird’s-eye view of your vertices, edges, and properties right at your fingertips.

Access your data model

Create, update or delete vertices, edges, and properties interactively

Modify Your Virtuoso Graph Data Directly within gdotv

Want to adjust something in your graph? Take a hands-on approach and manage your Virtuoso graph directly.

Using gdotv, you can directly create, modify, and delete the edges and vertices – as well as modify the properties associated with them – allowing you to make changes on the fly.

Take Advantage of Syntax Validation

Using gdotv language highlighting and syntax checking for SPARQL makes your code easier to understand and visually parse, warning you of any error that would prevent it from executing against your Virtuoso instance.

Intuitive interface with syntax highlighting and validation

gdotv’s SPARQL guardrails detect a typo by checking queries against the graph structure

Take Control of your Queries with the gdotv SPARQL Query Guardrails

Since RDF is fundamentally schema-optional, gdotv won’t enforce any schema against your graph. It will, however, check your SPARQL queries against the inferred schema, meaning it will automatically generate warnings if it detects potential ontology clashes.

This gives you additional insight into malformed queries, even when they execute normally against your RDF triplestore.

Visualization Optimized for RDF

gdotv offers graph visualization specially developed for RDF triplestores

The nodes and edges are detected from your query results, and any literals will be interpreted as properties. To improve readability, gdotv has built in IRI shortening and prefix handling. You can customize your graph labels further using inferred schema from the graph, such as via RDFS statements.

gdotv automatically performs prefix handling and IRI shortening

gdotv’s built-in documentation for SPARQL, right at your fingertips

State-of-the-Art SPARQL Editor

The gdotv SPARQL code editor is the most powerful available – it offers data schema-accurate auto completion and embedded official documentation for SPARQL to give you all the information and suggestions you need to write your Virtuoso queries faster and more effectively.

Virtuoso + gdotv Blog Posts

November 12, 2025

RDF Support Is Now Available in G.V() [v3.41.99 Release Notes]

Amir Hosseini

Frequently Asked Questions (FAQs)

How can I get started with Virtuoso and gdotv?

Getting started with Virtuoso and gdotv is easy. It’s just one simple installation, available on Windows, macOS and Linux. No prerequisites, additional configuration or installation required. You can get started in seconds.

gdotv automatically detects your connection setting requirements based on your database hostname and prompts you for the required information for an easy onboarding experience.

Want a step-by-step walkthrough? Make sure to check out our demo, Get Started with Virtuoso + gdotv on YouTube.
What's the advantage of using RDF over LPGs?

Graph databases typically fall into two models: Resource Description Framework (RDF) and Labeled Property Graph (LPG).

The RDF model is used by Virtuoso and refers to a highly standardized form of data management. Information is stored as a series of directed “triple” statements connecting a subject, predicate and object together. In addition, various languages built on RDF (such as RDFS and OWL) allow the construction of sophisticated ontologies and semantic reasoning.

The LPG model covers a broad class of databases that use nodes, edges, properties and labels to represent graphs. They are optimised for real-time use and excel in applications like fraud detection, social network analysis and recommendation algorithms. There are a wide range of methods to enforce schema compliance, with flexible conventions and definitions.

RDF is a rigorous framework with well-established vocabularies. The highly developed semantic structure makes it a powerful tool for inferring relationships and new insights from data. The high level of standardization in RDF also makes it ideal for inter-compatibility, as data from disparate sources can be integrated with ease. This makes RDF ideal for applications in large knowledge graph construction and research.
How do the SPARQL query guardrails work?

A SPARQL query engine performs no semantic inference over the stencil you define; it simply evaluates patterns and returns the nodes and edges that match them. As a result, a query can be syntactically valid, executable by any compliant engine, and even return results, while still being semantically meaningless with respect to the underlying data model.

In gdotv, the query guardrails surface this problem before execution and even while the query is being written, giving you immediate, context-aware guidance. The system can infer, for example, if a predicate implies a specific kind of subject or object from those provided by the query.

Read a detailed discussion from Amir here.
What graph data visualization use cases do gdotv customers implement most often?
Organizing data derived via powerful data visualization tools have several real-life applications. Graph visualization and analysis resources allow users to make informed decisions based on actual data.

Here are a few examples of the type of companies or clients that can leverage Virtuoso along with the robust data visualization aspect offered by gdotv:

Data scientists and managers: Visual data analysis allows users to uncover and understand emerging patterns and relationships between data points, discover valuable insights to make informed decisions on ways to transform business processes.

Cybersecurity groups: Build security graphs to represent protected assets, infrastructure, code dependencies or networks and visualize the connected relationships throughout the organization.

Business intelligence analysts: Create customized reports and visualizations that can be easily executed for analysts to investigate and communicate on interaction between business data points.

Fraud detection: Detect fraud patterns by modeling relationships between transactions and financial actors, then interactively visualize graph data to uncover and present potentially suspicious behavior.
How does gdotv secure my data?

gdotv Desktop runs locally on your device – no deployment needed and no handing over your data to a third-party system. Everything happens within your organisation’s network, and we have no access to your data.

gdotv Web versions run within your own environment, providing the same security benefits.

It’s easy to install and configure too: our setup wizard gets you connected to your graph database in seconds.
Can I connect more than one database at a time?

Yes! Whether you’d like to access multiple Virtuoso instances, or interact with other graph technologies at the same time, gdotv doesn’t limit you to a single database. You can establish as many connections as you like from within the intuitive UI and seamlessly switch between them.

Connecting is easy, and there’s no need to manage multiple vendor-specific user interfaces. With gdotv, query and compare results from all your RDF and labeled property graph databases under one umbrella.

gdotv: The Virtuoso IDE

Turn your graph data into connected insights when you use gdotv to query, explore, and visualize your Virtuoso graph database.

Sign up for a free trial today and discover how gdotv amps up your productivity as the perfect Virtuoso IDE and graph visualization tool.

Start My Free Trial

Stay in Touch

Want to stay connected with everything happening at gdotv? Sign up for the monthly gdotv Newsletter to get product updates, fresh blog posts, in-person events, and (sometimes) bad jokes straight to your inbox.

Sign Me Up

Or, prefer to talk with the gdotv team directly? Use the form below to get in touch.

Virtuoso IDE& Graph Visualization Tool