Application
Retrieval & Memory
Qdrant
1High-performance 2vector 3database 4for 5AI 6search.
the six Ws · specification
W1
Who
Open-source vector database from Qdrant.
W2
What
Stores vectors and runs fast similarity search with filters.
W3
Where
Self-hosted in Rust or Qdrant Cloud.
W4
When
When retrieval must scale with rich filtering.
W5
Why
High performance with advanced payload filtering.
W6
With
An embedding model and your data.