Synth is a synthetic data engine. It allows you to synthesize any
kind of semi-structured data - encoded as JSON. This removes sensitive
information from data that contains personal identifiers or other form
of confidential attributes. But Synth does it in a such a way that
the synthetic documents retain the original’s distribution and their
The Generate API is the key entrypoint to generating samples of
Base class for the Generate API.
Generate one or more synthetic documents.