|
|
|
Show HN: EdgeVec v0.4.0 – Sub-millisecond vector search in WASM (Rust)
(github.com)
|
|
1 points
by matteo1782
183 days ago
|
|
EdgeVec is an embedded vector database I built in Rust that runs natively in browsers via WebAssembly. v0.4.0 focuses on documentation and quality. Key points: - HNSW indexing with O(log n) search
- SQ8 quantization (3.6x memory reduction)
- 329µs search latency at 100k vectors
- 213 KB gzipped bundle
- 24x faster than voy (fastest pure-WASM competitor)
- Works in browsers, Node.js, and edge devices New in v0.4.0:
- Complete docs: tutorial, tuning guide, troubleshooting
- Migration from hnswlib/FAISS/Pinecone
- Interactive benchmark dashboard
- Chaos testing (15 edge cases)
- P99 latency tracking in CI GitHub: https://github.com/matte1782/edgevec The use case is offline-first AI applications where you want vector search without network latency or sending embeddings to a cloud service. |
|