# Practitioner demos

Hands-on walkthroughs now defer to the auto-generated API reference for the
example modules so the prose and code stay in lockstep.  Use the entries below to
jump into the enriched docstrings or explore the companion notebooks.

```{toctree}
:maxdepth: 1

language_server_demo
reference/duckplus/examples/pi_demo/index
reference/duckplus/examples/sales_pipeline/index
traceability_pipeline_demo
duckdb_demos/index
```