So I built a lightweight framework called USPL to fix that — no fine-tuning, no plugins, just a clean JSON schema format that GPT can reason over.
Would love to hear how others approach this problem. Have you found good ways to guide LLMs for structured query generation?
GitHub: https://github.com/ZeppelinTsai/USPL Blog: https://dev.to/donkey_d_8fe161b59fbb5225/why-i-built-uspl-helping-gpt-understand-multi-table-sql-1pln