Smart Query Builder provides a visual query building application that allows users to easily create complex queries without writing SQL code. It connects to PostgreSQL and Hive databases, displays tables and views, and lets users select columns and construct queries by dragging and dropping fields and applying filters, joins, aggregations, and other clauses. Users can test queries before saving them for future use and can run saved queries to download reports in Excel format.