Milvus is an open-source vector database built for GenAI applications. Install with pip, perform high-speed searches, and scale to tens of billions of vectors.
High-Performance Searches
Perform high-speed searches on massive datasets efficiently.
Scalability
Scale elastically to support tens of billions of vectors.
Flexible Deployment Options
Choose from various deployment models such as Lite, Standalone, Distributed, and Managed.
Community Support
Access extensive resources and support from a passionate developer community.
Milvus is a powerful open-source vector database designed specifically for similarity search on high-dimensional vectors. It provides a robust foundation for building applications that require efficient vector similarity search, such as image retrieval systems and recommendation engines. With its focus on high performance and scalability, Milvus is ideal for machine learning and deep learning applications, enabling developers to manage extensive datasets effectively.
Milvus supports multiple deployment options: Milvus Lite for lightweight use, Milvus Standalone for single-machine deployment, and Milvus Distributed for enterprise-grade needs, allowing horizontal scaling to handle billions of vectors.
Building robust image retrieval systems
Developing commercial image search applications
Implementing recommendation systems for various data types
Milvus is an open-source vector database designed for high-performance similarity search on massive datasets of high-dimensional vectors.
Milvus can scale elastically to support tens of billions of vectors with its distributed deployment model.
Milvus offers several deployment options including Lite, Standalone, Distributed, and a fully managed cloud solution.