SELECT AI Query Integration Using Oracle Autonomous Database 26AI and OpenAI

This is one of the first studies on Oracle 26 AI, which was launched in January 2026. Instead of writing complex SQL queries, Oracle Autonomous Database introduced Oracle 26ai, which uses natural-language programming techniques to write SQL queries. As part of this research paper, I am examining the capabilities of the SELECT AI. I will be examining the accuracy and latency of LLMs . Setup I used approximately 10 GB of data generated by my Python script (the underlying tables are not different from what is available in TPC-H and Kaggle). I inserted my own data to enable this in a faster way. Please refer to https://github.com/sanmish4ds/oracle26ai-eval/blob/main/data_setup.py .