❖ CAG

Constraint Augmented Generation (CAG) is a powerful system that allows you to input business logic into your complex schemas. Fast, easy, and flexible, these constraints allow you to create synthetic data that conforms to your logic, 100% of the time.

⭐️ Apply patterns across multiple tables. Add business logic that determines the connections between tables, or the type of data that linked tables are allowed to have.

⭐️ Access complex, powerful algorithms with simple APIs. CAG supports constraints that are more complex, often incorporating different algorithms to get you the data you need. The best part? There's one, simple API to denote your constraint.

In this example, only Accounts with Type=PREMIUM are allowed to have associated Purchases. Achieve this with the ForeignToPrimaryKeySubset constraint.

Included Features

This functionality is in Beta. At this time, select SDV Enterprise users are able to use this feature and provide feedback.

This bundle includes an expansive suite of constraints that contain advanced, multi-table logic & algorithms: They include CarryOverColumns, CompositeKey, ForeignToPrimaryKeySubset, and UniqueBridgeTable. For a full list, browse all constraints.

This bundle also includes access to some advanced single-table constraints: FixedNullCombinations and MixedScales.

Installation

Purchase the CAG bundle and install it separately.

% pip install -U bundle-cag --index-url https://pypi.datacebo.com

This command prompts you for your SDV Enterprise credentials.