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Chroma

The open-source embedding database.

Qdrant

High-performance vector search.

Weaviate

The AI-native vector database.

Rating
PricingFreeFreemiumFreemium
Open source
CategoryRAG & Vector DBsRAG & Vector DBsRAG & Vector DBs
Key features
  • In-process or client/server
  • Simple Python/JS API
  • Metadata filtering
  • Rich payload filtering
  • Quantization for scale
  • Self-host or cloud
  • Built-in vectorizers
  • Hybrid keyword + vector search
  • GraphQL API
Pros
  • Zero-setup for prototypes
  • Runs fully local
  • Excellent performance
  • Strong filtering support
  • Batteries-included vectorization
  • Solid hybrid search
Cons
  • Scale story younger than rivals
  • Fewer enterprise features
  • More ops than in-process DBs
  • Tuning for scale takes work
  • Heavier to run
  • Concept-heavy schema
Visit trychroma.comVisit qdrant.techVisit weaviate.io

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