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Large Language Models and Applications: The Rebirth of Enterprise Knowledge Management and the Rise of Prompt Libraries

Daniel E. O’Leary

2024IEEE Intelligent Systems11 citationsDOI

Abstract

This article investigates how large language systems and the apps developed for them provide a platform for enterprise knowledge management. For those resulting systems to provide consistent and accurate responses for knowledge management, enterprises are using different approaches in their prompts, such as few-shot learning, specification of purpose, and chain-of-thought reasoning. As better and more successful prompts are being built, they are being captured and prompt libraries are being created.

Topics & Concepts

Computer scienceKnowledge managementData scienceSoftware engineeringSemantic Web and Ontologies
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