SQL query logs hold the context AI agents need to stop hallucinating joins

DataHub's Context Intelligence mines validated SQL query history to build a semantic index for AI agents. At Miro, agents hit a 65% error rate without it.
IEEE

Next-Generation Database Interfaces: A Survey of LLM-Based Text-to-SQL

Abstract: Generating accurate SQL from users’ natural language questions (text-to-SQL) remains a long-standing challenge due to the complexities involved in user question understanding, database ...