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Understanding the Role of Knowledge Graphs on Large Language Model’s Accuracy for Question Answering on Enterprise SQL Databases

Catalog & Cocktails: The Honest, No-BS Data Podcast

NOTE

Distinguishing between semantic layer and knowledge graph

The semantic layer is essentially an ontology representing knowledge that is more connected to the business, often popularized through marketing, whereas the knowledge graph encompasses the semantic layer alongside data. The two terms can be used interchangeably given their similarities and connections to business operations.

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