Examples

Related docs: index.md | quickstart.md | experiments/index.md

This repo keeps one active examples path: maintained examples for the supported APIs.

Example	Focus
current/basic_matcher.py	Unified Matcher, async-first
current/trained_matcher.py	Supervised fitting with labeled examples
current/hierarchical_matching.py	Hierarchy-aware matching
novel_discovery_example.py	NovelEntityMatcher end-to-end discovery
pattern_strategy_example.py	Pattern-based novelty scoring
oneclass_training_example.py	One-class novelty workflow
prototypical_training_example.py	Prototype-based novelty workflow
setfit_novelty_training_example.py	SetFit novelty workflow

Recommended order:

1. Start with current/basic_matcher.py.
2. Use current/trained_matcher.py when you have labels.
3. Use novel_discovery_example.py for novelty detection.
4. Use examples/raw/ only for lower-level experimentation.