Vector DB

Qdrant

High-performance vector engine with discovery and recommendation APIs, score-boosting reranking, tiered multitenancy, and edge deployment via Qdrant Edge.

open-source-or-cloud · $0-$200/mo

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Features

  • Discovery and recommendation API with multi-vector queries
  • Score-boosting reranking with business signals
  • Tiered multitenancy with automatic shard promotion
  • Qdrant Edge for device-level deployment
  • GPU-accelerated HNSW indexing for fast ingestion

Best use cases

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