# Examples

- `examples/05_trace_graphviz.py`: hero demo with multi-turn conversation, report + DOT trace export.
- `examples/06_minimal_proof.py`: minimal pipeline using library components, writes trace DOT.
- `examples/07_integrations.py`: wiring snippets for retrying provider, S3 store, async runner.
- `examples/01-04_*`: end-to-end flows for article, conversation, enterprise corpus, web + corpus mixing.

Run a demo
```bash
python examples/05_trace_graphviz.py
# outputs report + trace in examples/output/
```

