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Generative AI: Question Answering Accuracy on Enterprise SQL Databases
New benchmark examines LLM accuracy for Question Answering on Enterprise SQL Databases and the improvements offered by a Knowledge Graph
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data.world enables trusted conversations with your company’s data and knowledge with the AI Context Engine™
Accelerate adoption of AI with the AI Context Engine™️, now generally available
Understand the broad spectrum of search and how knowledge graphs are enabling data catalog users to explore far beyond data and metadata.
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The data.world Data Catalog Platform creates a map of what data exists in your organization and ties it to meaning – context and semantics. With your data and knowledge in a flexible, Knowledge Graph format, AI-powered applications have the rich context needed to generate accurate, explainable, governed responses.
Learn more with ArchieBy sharing enterprise meaning – context and semantics, a data catalog built on a Knowledge Graph boosts the relevancy and correctness of LLM responses.
Where LLMs were a black box, now they can literally show their work. With data.world, it’s possible to directly trace LLM responses to enterprise knowledge.
With proper governance in place with data.world, your organization can limit what LLMs can access — keeping confidential and proprietary information from being exposed.
“If you don’t choose a data catalog platform on a knowledge-graph architecture, and bring in all data and knowledge, governed in one platform, then you are setting yourself up for failure in an AI future.”
New benchmark examines LLM accuracy for Question Answering on Enterprise SQL Databases and the improvements offered by a Knowledge Graph
“Knowledge graphs are the appropriate target for exploiting LLMs for business value, since they are machine-readable data structures, representing semantic knowledge of the physical and digital worlds. These worlds include entities (people, companies, digital assets) and their relationships, which adhere to a network of nodes (vertices) and links (edges/arcs), the graph data model.”
WPP, the largest advertising firm in the world, uses data.world with generative AI to rethink how it services clients, helping it stand out in an $800 billion market.
Learn how a data catalog built on a Knowledge Graph Architecture enables AI-ready data and creates the foundation for scalable AI applications.
A knowledge graph is the optimal foundation for enterprise AI and the only way to truly activate metadata. data.world is the only data catalog built on a knowledge graph architecture with a framework for embeddable AI bots that increases the automation for cataloging, data governance, and DataOps.
Read expert guidance from data.world's industry insiders and thought leaders.
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