Are LLMs Overkill for Databases?: A Study on the Finiteness of SQL

1. 1Analyze the complexity of SQL queries in real-world databases
2. 2Evaluate the performance of LLMs in generating SQL code for finite queries
3. 3Consider alternative approaches to LLMs for database query generation
4. 4Assess the trade-offs between using LLMs and other methods for SQL code generation

Database administrators and data scientists can benefit from understanding the limitations of LLMs in generating SQL code, allowing them to optimize their workflows and tools

💡 SQL queries have bounded complexity in practical scenarios, which may limit the need for LLMs

💡 LLMs might be overkill for databases due to finite SQL query complexity