qdrant and qdrant-operator
The Qdrant operator is a Kubernetes management tool that deploys and operates the Qdrant vector database itself, making them complements rather than alternatives—you would use the operator to manage Qdrant clusters in production Kubernetes environments.
About qdrant
qdrant/qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Built in Rust for reliability under high load, Qdrant supports extended JSON payload filtering alongside vector similarity search, enabling semantic matching with rich metadata constraints. It offers both REST and gRPC interfaces, with official clients for Python, Go, Rust, JavaScript, Java, and .NET, plus integrations for semantic search, image retrieval, recommendations, and anomaly detection use cases.
About qdrant-operator
qdrant-operator/qdrant-operator
Qdrant operator creates and manages Qdrant clusters running in Kubernetes
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