Large Language Models Projects: Apply and Implement Strategies for Large Language Models

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024

P. MartraLarge Language Models Projectshttps://doi.org/10.1007/979-8-8688-0515-8_6

6. Natural Language to SQL

Pere Martra¹  

(1)

Barcelona, Spain

 

In the first chapter of this book, you saw a very naive approach to creating an NL2SQL system. In this project, since it’s a bit more serious, you’ll create the prompt by following the guidelines in a paper from Ohio University: Shuaichen Chang, Eric Fosler-Lussier (2023). “How to Prompt LLMs for Text-to-SQL.” arXiv:2305.11853 [cs.CL].

This paper is incredibly easy to read and understand, so I recommend that you not only follow this chapter but also download the paper and take a look at it yourself.

“This paper investigates ...