zvec vs qdrant-client
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| zvec | qdrant-client | |
|---|---|---|
| Tagline | A lightweight, lightning-fast, in-process vector database | Python Client library for the Qdrant vector search engine. |
| Stars | 14k | 1.3k |
| Forks | 847 | 245 |
| Open issues | 56 | 165 |
| Language | C++ | Python |
| License | Apache-2.0 | Apache-2.0 |
| Last pushed | Jul 7, 2026 | Jun 26, 2026 |
| Categories | Vector Databases | Vector Databases |
zvec
Zvec is an open-source vector database designed for efficient similarity searches with minimal setup. It supports full-text search and is optimized for embedding directly into applications.
C++
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