Classify Text

Classify documents using spaCy TextCategorizer.

Usage

/classify-text --text "K8s deployment failed" --model ./classifier
/classify-text --file tickets.txt --model ./support_model
/classify-text --text "Revenue up 20%" --model ./model --threshold 0.7

What It Does

1. Loads classification model
2. Processes text through pipeline
3. Returns category with confidence
4. Filters by threshold

Output

Classification: DevOps (92.3%)

All Scores:
  DevOps:      92.3%  ████████████████████
  Programming:  5.1%  █
  Business:     2.6%

No Model?

Train one first:

/train-classifier --data labeled_data.json