Why LLMs Need Help for Accurate SQL Generation at Scale
Large Language Models (LLMs) are powerful tools for natural language processing, but they have inherent limitations when dealing with structured relational data. Many assume that providing an LLM with a database schema and a natural language question is enough for it to generate correct SQL queries. However, this approach [...]