Define Your Data Columns#
Design the structure and content of your synthetic datasets by defining columns that work together to produce realistic, high-quality data. Columns are the fundamental building blocks that determine what data you’ll generate and how it will be structured.
Column Fundamentals#
Master the core concepts of column definition and data generation in Data Designer.
Explore all available column types from sampling-based and LLM-based columns to expressions and validation columns.
Apply constraints to ensure generated values meet specific criteria and business rules.
Advanced Features#
Enhance your data generation with advanced content generation techniques.
Create dynamic prompts and complex expressions using Jinja templating for advanced content generation.
Generate complex nested data objects with specific schemas rather than simple text content.