A developer created a reverse-search engine for sheet music utilizing Qwen 3.6 27B as an orchestrator to manage task-specific models for OCR, segmentation, and edge detection. The system matches segmented notes to musical pieces via the "A Dictionary of Musical Themes" database through Themefinder. This project serves as an experiment in transforming Vision Language Models (VLMs) into functional vision agents.