Chroma
The open-source embedding database.
RAG & Vector DBsFree· OSSNo ratings
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About Qdrant
Qdrant is a fast vector database written in Rust with advanced filtering and quantization — self-host it free or use the managed cloud.
Key features
- Rich payload filtering
- Quantization for scale
- Self-host or cloud
Pros
- Excellent performance
- Strong filtering support
Cons
- More ops than in-process DBs
- Tuning for scale takes work
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