Decision Workspace
mnem-graphrag vs mnem-embed-providers vs mnem-ann
Side-by-side comparison of Rust crates
50
mnem-graphrag
experimentalv0.1.7
LLM-free GraphRAG algorithms over mnem's AdjacencyIndex: Leiden community detection (E1) + extractive summarization, Centroid + MMR (E4).
57
mnem-embed-providers
experimentalv0.1.7
Embedding-provider adapters for mnem (OpenAI, Ollama). Sync, TLS-via-rustls, tokio-free.
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
| mnem-graphrag | mnem-embed-providers | mnem-ann | |
|---|---|---|---|
| Health Score | 50 | 57 | 56 |
| Total Downloads | 126 | 185 | 155 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 12 | 37 | 10 |
| Releases | 5 | 6 | 6 |
| Last Updated | 4d ago | 4d ago | 4d ago |
| Age | 28d | 28d | 28d |
Health Breakdown
mnem-graphrag
Maintenance
14
Quality
13
Community
8
Popularity
3
Documentation
12
mnem-embed-providers
Maintenance
14
Quality
15
Community
10
Popularity
3
Documentation
15
mnem-ann
Maintenance
14
Quality
15
Community
9
Popularity
3
Documentation
15
Technical Details
| mnem-graphrag | mnem-embed-providers | mnem-ann | |
|---|---|---|---|
| Version | 0.1.7 | 0.1.7 | 0.1.7 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | Apache-2.0 | Apache-2.0 |
| Dependencies | 6 | 12 | 6 |
| Crate Size | 51KB | 50KB | 32KB |
| Features | 0 | 9 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2024 | 2024 |
| MSRV | 1.95 | 1.95 | 1.95 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •mnem-embed-providers leads with a health score of 57/100, but none of the options score above 80.