Comparing Vector Databases, Vector Search Libraries, and Vector Search Plugins

This post compares specialized vector databases (like Milvus) with vector search libraries (like FAISS) and vector search plugins for traditional databases. It details the technical differences in architecture, scalability, and feature sets, emphasizing why Milvus is a more optimal solution for unstructured data storage and retrieval compared to libraries and plugins, particularly for large-scale and real-time applications.