Mnemiq is an open-source text-to-SQL engine that converts natural language questions into database queries while allowing users to tune and inspect every stage of the pipeline. Unlike closed systems, it prioritizes accuracy measurement on your own database, includes safety checks like permission validation and read-only enforcement, and exposes configuration knobs for schema context, semantic enrichment, and query verification.