Large Language Models for JSON Schema Discovery

Understand

Semi-structured data formats such as JSON have proved to be useful data models for applications that require flexibility in the format of data stored.

• However, JSON data often come without the schemas that are typically available with relational data.
• This has resulted in a number of tools for discovering schemas from a collection of data.
• Although such tools can be useful, existing approaches focus on the syntax of documents and ignore semantic information.