qdrant vs qdrant-client
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| qdrant | qdrant-client | |
|---|---|---|
| Tagline | High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. | Python Client library for the Qdrant vector search engine. |
| Stars | 33k | 1.3k |
| Forks | 2.5k | 245 |
| Open issues | 618 | 165 |
| Language | Rust | Python |
| License | Apache-2.0 | Apache-2.0 |
| Last pushed | Jul 7, 2026 | Jun 26, 2026 |
| Categories | Vector Databases | Vector Databases |
qdrant
Qdrant is a vector similarity search engine and database optimized for storing, searching, and managing vectors with an additional payload. It offers robust filtering support for neural-network-based matching applications and faceted searches.
Rust
qdrant-client
qdrant-client is a Python client providing type definitions and methods for interacting with Qdrant's API, supporting both synchronous and asynchronous calls. It facilitates local development without requiring a server to be running and offers extensive test coverage.
Python