Decision Workspace
intent-classifier vs prefrontal vs txtai
Side-by-side comparison of Rust crates
36
intent-classifier
experimentalv0.1.0
A flexible few-shot intent classification library for natural language processing
37
prefrontal
growingv0.1.0
A blazing fast text classifier for real-time agent routing, built in Rust
65
txtai
stablev9.7.0
Rust client for txtai
Core Metrics
| intent-classifier | prefrontal | txtai | |
|---|---|---|---|
| Health Score | 36 | 37 | 65 |
| Total Downloads | 1.1K | 839 | 42.3K |
| 30d Downloads | 223 | 5 | 66 |
| Dependents | 0 | 0 | 0 |
| Releases | 1 | 1 | 48 |
| Last Updated | 262d ago | 424d ago | 7d ago |
| Age | 8m | 1y 1m | 5y 3m |
Health Breakdown
intent-classifier
Maintenance
4
Quality
12
Community
6
Popularity
4
Documentation
10
prefrontal
Maintenance
2
Quality
13
Community
6
Popularity
3
Documentation
13
txtai
Maintenance
22
Quality
19
Community
6
Popularity
6
Documentation
12
Technical Details
| intent-classifier | prefrontal | txtai | |
|---|---|---|---|
| Version | 0.1.0 | 0.1.0 | 9.7.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✓ Yes |
| License | MIT | Apache-2.0 | Apache-2.0 |
| Dependencies | 13 | 19 | 5 |
| Crate Size | 30KB | 50KB | 19KB |
| Features | 0 | 1 | 0 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2021 | 2018 |
| MSRV | — | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •txtai leads with a health score of 65/100, but none of the options score above 80.
- •⚠ prefrontal has not been updated in over a year.
- •intent-classifier, prefrontal are pre-1.0 — API may change.