Design a Visual Search System

Design an ML system that allows users to search for products by uploading an image. The system should identify the product type, extract visual features, and retrieve visually similar items from a catalog of millions. Consider embedding model design, approximate nearest neighbor search, and how to handle partial matches and multi-object images.