Multi-Agent Architecture with RAG and Dynamic Context Windows for Text-to-SQL Optimization. - Willgnner Ferreira Santos; Paulo Victor dos Santos; Marcella Scoczynski Ribeiro Martins; Larissa Freire Lekakis; Frederico Lemes Rosa; Bruno Matheus Costa; Miguel Alves Pereira Filho; Isabella Alves Montalvão (PROPOR (1), 2026)