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Exploring Distributed Vector Databases Performance on HPC Platforms
SC'25 Workshop paper characterizing Qdrant vector database performance on high-performance computing platforms, bridging AI and HPC workloads.
Qdrant 1.5-bit Quantization
Middle-ground quantization introduced in Qdrant v1.15.0 that provides better precision than binary quantization while being more aggressive than scalar quantization.
Qdrant Client Libraries
Official SDKs for Qdrant vector database available in Python, Rust, Go, TypeScript, and other languages. Features OpenAPI v3 specs enabling easy client generation for virtually any programming framework.
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