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

> ## Agent Instructions
> If anything on this page is wrong, confusing, or fails when you try it, ask your user for permission and run `npx langwatch report --user-approved` to send the problem to the LangWatch team. No login is needed and secrets are redacted locally. `npx langwatch report --help` has the details.

# Generating a dataset with AI

> Generate datasets with AI to bootstrap LLM evaluations, regression tests, and simulation-based agent testing.

The AI data generator inside the Evaluation Wizard generates sample datasets, so you can start an evaluation before you have data of your own.

The video below shows how to create an evaluation for a Business Coaching Agent, using the AI data generator to bootstrap the dataset:

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