Qdrant
Featured
Open-source vector similarity search engine and database in Rust. Features payload filtering, quantization, and hybrid search.
Problem
Slow vector search and high RAM consumption when filtering millions of embeddings.
Solution
Rust-native vector database with scalar/product quantization and payload filtering.
Challenge
Information not available.
Key Features
- Scalar quantization
- Hybrid dense/sparse search
- REST & gRPC interfaces
- Clustering
Tech Choices
Tech stack not specified.
Target User
General developers.
Impact
"The impact of this tool is currently being measured by the community."
Quick Details
- Pricing
- Free
- Platforms
- Cloud, Docker, Rust, Self-Hosted
- Updated
- 8/19/2026