Query Builder IXC

This tool generates SQL-like queries from structured inputs to support ad-hoc data retrieval and reproducible reporting. It accepts sources, selected columns, filters, joins, and grouping rules to produce a complete query for a target database. The approach emphasizes dialect awareness and safe construction for consistency across environments.
Conceptually, inputs map to SQL fragments: SELECT, FROM, JOIN, WHERE, GROUP BY, HAVING, ORDER BY, and LIMIT. The engine validates identifiers, escapes literals, and can emit a parameterized version for pipelines. It supports common dialects (PostgreSQL, MySQL, SQL Server) and handles subqueries or CTEs when requested, returning both the raw query and an optional parameter map for integration into scripts.
Beneficiaries include data analysts, data engineers, BI developers, and data scientists who need repeatable, testable queries without manual SQL writing. The tool's value lies in precise mapping from structured inputs to standards-compliant SQL, dialect-aware rendering, and easy export for use in notebooks or ETL scripts.