Chain-of-Table: How to Talk to Your Data Directly? 🙀

Angelina Yang
3 min readJan 25, 2024

The idea of Text2SQL isn’t groundbreaking: instead of crafting SQL queries yourself, you pose a regular English question, and AI translates it into SQL queries customized to your database’s data frame and schema. This translation process is facilitated by Large Language Models (LLMs).

We successfully deployed Text2SQL internally at our previous company, promoting data self-service and facilitating the onboarding process for new data scientists. This implementation showed substantial potential in reducing the workload for the data BI team.

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