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Note: This article is reconstructed based on a portion of the book. More in-depth content (design and specific examples) is compiled in the book, so please check it out if you are interested. When you ...

Why does the 'let LLMs write SQL directly (Text-to-SQL)' approach fail in production? With the rise of Large Language Models (LLMs) like ChatGPT, attempts at 'Text-to-SQL'—automatically generating SQL ...