❖ AI Connectors Bundle

Is your original data stored in a database? Use the AI Connectors bundle to directly connect to your database for import and export. This bundle offers a seamless integration with SDV synthesizers, with features that are specifically designed for generative AI.

⭐️ Detect metadata based on the database schema. Database schemas contain details about the column names and types of connections between tables. AI Connectors use this information to create metadata, which is a higher level specification needed for generative AI.

⭐️ Import a data subsample that is AI-ready. The data you input into a generative AI needs to be high quality. For example, it should have high coverage and it should not contain broken links. AI Connectors import a data subsample that is ready for AI.

⭐️ Export synthetic data in the same format as the original. Many users want to export synthetic data into a new database for downstream use. AI Connectors ensure that the exported database has the same format as the original database, allowing you to easily access the synthetic data in downstream applications.

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 AI Connectors for a variety of different databases. Additional database types are coming soon!

❖ AlloyDB

❖ BigQuery

❖ MSSQL

❖ Oracle

❖ Spanner

Installation

Purchase the AI Connectors bundle and install it separately with the name of the databases that you'd like to use (see the docs).

% pip install -U bundle-ai-connectors[db-spanner,db-mssql] --index-url https://pypi.datacebo.com

This command prompts you for your username and password, provided by DataCebo.

For more information about installing SDV Enterprise features and bundles, see our Enterprise Installation Guide.