Analyzing the Capabilities of LLMs in Generating SQL Queries

This chapter explores the use of Large Language Models (LLMs) in generating SQL queries for simple data models like Star schema and speculates on the potential future automation of data warehouses and ETL pipelines. It discusses the balance between human involvement and the out-of-the-box abilities of LLMs, emphasizing the need for more benchmarks tailored to enterprise cases and rigorous studies on different data modeling approaches for LLMs.