Automatic Metadata Extraction for Text-to-SQL

Understand

Large Language Models (LLMs) have recently become sophisticated enough to automate many tasks ranging from pattern finding to writing assistance to code generation.

• In this paper, we examine text-to-SQL generation.
• We have observed from decades of experience that the most difficult part of query development lies in understanding the database contents.
• These experiences inform the direction of our research.