"Social Networking"

"Incorporate disparate data from systems-of-engagement provided by social-networks offered by social-media platforms. Virtuoso enables transformation of data from these siloed systems into powerful knowledge graphs that are accessible for both data defintion and data manipulation oriented operations using query languages such as SPARQL and/or SQL via any application or service that supports HTTP, ODBC, JDBC, or ADO.NET. For example, you can progressively build internal knowledgebases using content from blogs, community forums, RSS and Atom feed collections, etc., using a single mouse-click or programatic workflow pipelines."

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"Recommendation Engines"

"Store information about customer interests, social networks, and transaction history in an entity relationship graph that manifests as a Web of Data which enables fast, cost-effective, unobtrusive, and privacy-preserving personalization experiences. For example, a single hyperlinks resolves to an knowledge graph that reveals a web of actual or inferred interests for a customer or a specific customer contact."

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"Fine-tuning Large Language Models using SQL or SPARQL"

"With Virtuoso's modern multi-model data platform at your disposal, you can fine-tune Large Language Models declaratively utilizing SQL or SPARQL query templates. This provides improved accuracy and privacy in information handling, simultaneously leveraging the capabilities of the new conversational UI/UX frontier. The result is a significant boost in productivity and agility in the realm of AI and AGI-driven technologies."

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"Talent Discovery & Skills Management"

"Virtuoso helps you build smart solutions for discoverying and managing talent based on a talent and skills oriented knowledge graph. For instance, it enables automated processing of CVs and Resumes' from a variety of internal data sources that are automatically transformed into a highly navigable entity relationship graph accessible to both humans and machines -- which brings optimization to important human resources related activities such as training and recruitment. It also enables presevation of knowledge despite varying levels of staff fluction over periods of time."

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"Life Sciences"

"Virtuoso helps you build powerful solutions applications driven by knowledge graphs derived from a variety of life sciences oriented data sources. For super sensitive competitive information it also includes powerful attribute-based access controls and encryption-at-rest amongst if deep collection of data privacy and security functionality. For example, you can easily construct entity relationship graphs mapping genes to diseases as demonstrated by many live Virtuoso instances across the Linked Open Data (LOD) Cloud Knowledge Graph."

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"Configuration Management"

"You can use Virtuoso to generate a knowledge graph that represents IT Networks, Product Configurations, Seasonal Offers, and Complex Process Chain. Virtuoso's scalability and high-performance ensures these systems evovle into powerful data agility sources that fuel current and future enterprise transformation initiatives.  For example, you can build powerful information dashboards, smart agents, and other agility-aiding systems using a "best of class" cocktail of existing ODBC, JDBC, and ADO.NET compliant tools that operate on data using SQL and/or SPARQL."

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