Tool profile
Milvus
Zilliz
An open-source vector database for high-scale similarity search and retrieval systems.
What it's used for
Milvus is used when teams want to build retrieval-heavy systems with large-scale vector search and are comfortable operating more involved infrastructure.
Categories
How you access it
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Managed cloudLow complexitySubscription
Managed Zilliz Cloud alternative
Teams that want the Milvus ecosystem without self-managing clusters often use the vendor's managed cloud offering.
How you deploy or integrate it
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KubernetesHigh complexitySelf-hosted infra cost
Self-hosted distributed database
Milvus is commonly self-hosted on Kubernetes for larger-scale deployments and operational control.