> ## Documentation Index
> Fetch the complete documentation index at: https://www.getmaxim.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Synthetic Data Generation

> 27 October 2025

You can now generate synthetic datasets in Maxim to simplify and accelerate the testing and simulation of your Prompts and Agents. Use this to create inputs, expected outputs, simulation scenarios, personas, or any other variable needed to evaluate single and multi-turn workflows across [Prompts](/offline-evals/via-ui/prompts/quickstart), [HTTP endpoints](/offline-evals/via-ui/agents-via-http-endpoint/quickstart), Voice, and [No-code agents](/offline-evals/via-ui/agents-via-no-code-builder/quickstart) on Maxim.

You can generate datasets from scratch by defining the required columns and their descriptions, or use an existing dataset as a reference context to generate data that follows similar patterns and quality.

You can include the description of your agent (or its system prompts) or add a file as a context source to guide generation quality and ensure the synthetic data remains relevant and grounded.

Learn more: [Synthetic Data Generation](/library/datasets/synthetic-data-generation)

<iframe width="100%" height="400" src="https://www.youtube.com/embed/VOvLbRW9RYo" title="Synthetic Data Generation" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen />
