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Part 2 of the guide on building a text-to-SQL pipeline addresses common reasons why queries fail, such as invalid parsing, incorrect SQL syntax, and lack of relevant context. Solutions include covering all parsing cases, specifying database versions, and using retrievers filled with SQL examples. The guide further explains how to evaluate and improve the system using synthetic data generation and iterative augmentation.

Building a Reliable Text-to-SQL Pipeline: A Step-by-Step Guide pt.2

Prompt engineering is a cutting-edge discipline that focuses on harnessing the full potential of language models by strategically designing input instructions ("prompts")