Milvus

Milvus is an open-source vector database specifically designed for AI applications. It allows users to store, index, and manage large-scale embedding vectors generated by deep neural networks and other machine learning models. The tool offers an easy-to-use interface and SDKs in multiple languages for quick integration. Milvus is known for its exceptional speed, achieving a 10x retrieval speed boost through advanced indexing algorithms. It is highly scalable, making it suitable for serving large-scale vector data. The database is cloud-native, separating compute from storage and allowing for easy scaling. It also offers various features, including support for different data types, enhanced vector search with attribute filtering, and configurable consistency levels. Milvus has been tested by numerous enterprise users, ensuring high availability and resilience. Overall, Milvus provides a comprehensive solution for managing and searching vector data for machine learning applications.