IEEE

Leveraging Large Language Model for Enhanced Text-to-SQL Parsing

Abstract: Text-to-SQL conversion, the process of generating SQL queries from natural language input, has gained significant attention due to its potential to simplify database interaction. Although ...
GitHub

Synthetic SQL Column Descriptions and Their Impact on Text-to-SQL Performance

This is the official repository for the paper Synthetic SQL Column Descriptions and Their Impact on Text-to-SQL Performance Relational databases often have ambiguous columns and hard-to-interpret ...
IEEE

Generate Text-to-SQL Queries Based on Sketch Filling

Abstract: The Text-to-SQL task has significant application prospects in automating relational database query interfaces. It can reduce user learning costs and improve data query efficiency. However, ...
GitHub

Slow engine creation - only when using FastAPI

I am currently working on a FastAPI application which calls Databricks using databricks-sql-connector, however the code appears to slow down massively on the engine creation stage. I've narrowed the ...