Abstract: This work addresses the problem of developing high-performance relational databases through the use of large language models. Language model selection strategies for query optimization tasks ...

Data: 100K customers, 10K products, 20 categories, 2M orders, 5M order_items. All deterministic — identical data in both databases. Query: Weekly revenue grouped by category × customer_tier × customer ...