This special Build with AI session explores using the Gemini API in Vertex AI to generate synthetic data using Snowfakery. Snowfakery is a powerful framework for creating complex fake data, and Gemini enhances this process by leveraging its natural language capabilities. Attendees will learn how to define data generation strategies, use predefined schemas, and generate data in different formats using a Wikipedia page as a seed. This approach is valuable for testing, prompt experimentation, and building few-shot examples.