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10min chapter
Semantic Layer Symposium Roundtable
Knowledge Cast by Enterprise Knowledge
Connecting Semantic Layers and Data Fabrics
This chapter examines the synergy between semantic layers and data fabrics in effective data management. It highlights the role of semantic layers in providing consistent data access and addressing challenges related to unstructured data, while also exploring how integrating these layers with large language models can enhance query accuracy and mitigate LLM hallucinations. Additionally, the chapter discusses the implications of this integration for businesses, especially in defining terms and improving data governance amidst varying organizational contexts.
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