qdrant and qdrant-self-hosted
The self-hosted Docker Compose setup is a deployment method for the main vector database, making them ecosystem siblings as one facilitates the use of the other.
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-self-hosted
AiratTop/qdrant-self-hosted
A simple Docker Compose setup for self-hosting the Qdrant vector database. Includes persistent storage, management scripts, and is pre-configured for easy integration with AI applications and services like n8n on a shared network.
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