Milvus is an open-source vector database built specifically for similarity search on large, high-dimensional vectors. It supports pip installation, integrates seamlessly with popular AI development tools, and scales to billions of vectors. Milvus's efficient vector similarity search capabilities empower developers to build powerful and scalable image retrieval systems, whether managing personal photo libraries or developing commercial image search applications. It provides a robust foundation for unlocking the hidden value within image collections.