Stanford CS224V Lecture 7: SUQL Unifies SQL and Free-Text Retrieval
SUQL adds answer and summary functions over text to SQL. A semantic parser emits one hybrid query, while an optimizing compiler applies predicate pushdown, top-k pruning, and lazy evaluation.