#vector-search #qdrant #embedded

qdrant-edge

A lightweight, in-process vector search engine designed for embedded devices, autonomous systems, and mobile agents

3 unstable releases

Uses new Rust 2024

0.6.1 Mar 30, 2026
0.6.0 Mar 19, 2026
0.0.0 Mar 3, 2026

#282 in Database implementations


Used in semtools

Apache-2.0

5MB
126K SLoC

Qdrant Edge

Qdrant Edge is a lightweight, in-process vector search engine designed for embedded devices, autonomous systems, and mobile agents. It enables on-device retrieval with minimal memory footprint, no background services, and optional synchronization with Qdrant Cloud.

For connecting to remote Qdrant instances, use the qdrant-client crate instead.

Dependencies

~58–96MB
~1.5M SLoC