Decision Workspace
ailake-index vs embedvec vs mnem-ann
Side-by-side comparison of Rust crates
42
ailake-index
experimentalv0.0.6
HNSW and IVF-PQ vector indexes with GPU acceleration for AI-Lake
56
embedvec
experimentalv0.8.0
Fast, lightweight, in-process vector database with HNSW indexing, E8/H4 lattice quantization (up to 24.8x compression), metadata filtering, and PyO3 bindings
56
mnem-ann
experimentalv0.1.7
Approximate-nearest-neighbour (HNSW) vector index for mnem. Feature-gated alternative to the built-in brute-force index in mnem-core.
Core Metrics
| ailake-index | embedvec | mnem-ann | |
|---|---|---|---|
| Health Score | 42 | 56 | 56 |
| Total Downloads | 7 | 389 | 155 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 0 | 0 | 10 |
| Releases | 1 | 5 | 6 |
| Last Updated | today | 3d ago | 4d ago |
| Age | 1d | 4m | 28d |
Health Breakdown
ailake-index
Maintenance
13
Quality
12
Community
6
Popularity
1
Documentation
10
embedvec
Maintenance
19
Quality
15
Community
6
Popularity
3
Documentation
13
mnem-ann
Maintenance
14
Quality
15
Community
9
Popularity
3
Documentation
15
Technical Details
| ailake-index | embedvec | mnem-ann | |
|---|---|---|---|
| Version | 0.0.6 | 0.8.0 | 0.1.7 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT OR Apache-2.0 | MIT | Apache-2.0 |
| Dependencies | 13 | 21 | 6 |
| Crate Size | 30KB | 92KB | 32KB |
| Features | 0 | 14 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2024 |
| MSRV | — | — | 1.95 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •embedvec leads with a health score of 56/100, but none of the options score above 80.