> For the complete documentation index, see [llms.txt](https://docs.webstudio.is/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.webstudio.is/university/webstudio-ai.md).

# Webstudio AI

The original Webstudio AI assistant has been discontinued. Use [Webstudio MCP](/university/mcp.md) when you want an AI agent to build or edit a real Webstudio project. The agent and the visual Builder operate on the same project, so you can review and continue every change visually.

## Inception

[Inception](/university/inception.md) is a separate AI product for exploring visual directions and generating web designs. Copy its output into Webstudio when you want to continue refining the design in the Builder. Inception has its own account and usage-based pricing.

## Related

* [Webstudio MCP](/university/mcp.md) – Let an AI agent build and edit a project
* [CLI](/university/cli.md) – Install and run Webstudio's command-line tools
* [Inception guide](/university/inception.md) – Learn the Inception workflow
* [Webstudio features](https://webstudio.is/features) – Review the current product capabilities


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation by asking a question.

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://docs.webstudio.is/university/webstudio-ai.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.