vanedb

Embeddable vector database for edge AI — two implementations (Rust, C++).

README.md

VaneDB

Embeddable vector database for edge AI. SIMD-optimized similarity search that runs anywhere — from mobile devices to GPUs.

Implementations

Repo	Language	When to use
vanedb	Rust	`cargo add vanedb`, Python (PyO3), WASM bindings
vanedb-cpp	C++20 header-only	Drop into any CMake/Bazel project, no toolchain needed

Features generally land in Rust first; core algorithms and persistence formats are synced to C++. Both are MIT-licensed.

Highlights

Header-only / single crate — minimal dependencies
SIMD-optimized — ARM NEON and x86 AVX2, ~100ns L2 distance (768d)
Multiple indexes — brute-force, HNSW, memory-mapped
GPU acceleration — Metal (Apple Silicon); CUDA is experimental
Cross-platform — Linux, macOS, Windows, iOS, Android, WASM

Maintained by @tsvet01.

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vanedb-cpp vanedb-cpp Public

C++ header-only implementation of VaneDB — embeddable vector database for edge AI. See vanedb/vanedb for the Rust crate (PyPI, npm, WASM).

C++ 5 1
vanedb vanedb Public

Embeddable vector database for edge AI

Rust

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