Qdrant
Vector DB open source en Rust con nube gestionada y enterprise—filtro por payload, búsqueda híbrida y cuantización para memoria/rendimiento.
Ideal para
Open-source, self-hostable vector DB with strong performance and expressive filters—solid pick for small/medium RAG. Cloud offering available too.
Menos adecuado si
Teams with zero ops capacity, or trivial vector needs where pgvector/SQLite is enough.
Al comparar
Vs Weaviate / Milvus / Pinecone: Qdrant is praised for Rust-based speed and filter expressiveness; multi-tenant and cloud maturity keep improving.
Lista rápida
- Decide OSS vs Qdrant Cloud boundary
- Design collection + payload indexes to avoid full scans
- Benchmark recall@k and P95 latency with real data
- Plan backups/snapshots and replication
Preguntas frecuentes (búsqueda)
What RAG scale fits Qdrant?
From hundreds of thousands to hundreds of millions of vectors. For cross-node writes and strict multi-tenant isolation, consider Qdrant Cloud or benchmark a self-managed cluster first.
Casos de uso
El resumen ayuda a decidir si la herramienta encaja. Si hay muchas parecidas, define frecuencia, presupuesto y privacidad antes de elegir.