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πΎ
Qdrant
by Qdrant
High-performance vector search engine
Qdrant is a vector similarity search engine written in Rust, providing high performance and advanced filtering capabilities for AI memory and retrieval systems.
Ease of Use
0/10
Community
0/10
Performance
0/10
Documentation
0/10
π― Key Features
Vector similarity search
Payload filtering
Quantization
Distributed deployment
Snapshots
Collections
HNSW algorithm
REST and gRPC APIs
Strengths
Excellent performance
Advanced filtering
Open-source
Easy deployment
Great documentation
Limitations
Newer ecosystem
Smaller community
Limited managed features
Requires Rust knowledge for contributions
Best For
- High-performance search
- Complex filtering needs
- Self-hosted deployments
- Production systems