August 12, 2026· ~7 min readNL2GQL and Text2Cypher in 2026: The New NL2SQL # NL2GQL and Text2Cypher in 2026: The New NL2SQL Natural language → SQL (NL2SQL) has been a research staple for a decade. In 2026, the graph world i