When to Use QDrant
AI & Agentic Systems
Build production AI applications with Qdrant's high-performance vector search and filtering.
RAG Applications
Create retrieval-augmented generation systems with Qdrant's payload filtering and search.
Semantic Search
Build intelligent search with Qdrant's hybrid search combining dense and sparse vectors.
Custom Software Development
Add vector search to applications with Qdrant's REST/gRPC APIs and client libraries.
Recommendation Systems
Create personalized recommendations with Qdrant's fast nearest-neighbor search and metadata filters.
Enterprise AI Solutions
Deploy scalable vector search on-premise or cloud with Qdrant's distributed cluster mode.