# Vizro-AI
!!! warning "Vizro-MCP has replaced the dashboard generation functionality of Vizro-AI"
Vizro-AI dashboard generation is no longer actively developed and is superseded by [Vizro-MCP](https://vizro.readthedocs.io/projects/vizro-mcp/). Vizro-AI supports only chart generation from version `0.4.0`.
Vizro-AI uses generative AI to extend [Vizro](https://vizro.readthedocs.io) so you can use instructions in English, or other languages, to effortlessly create interactive charts.
Built on [Pydantic AI](https://ai.pydantic.dev/), Vizro-AI provides a flexible agent-based architecture that supports async runs, streaming, dependency injection, and integration with [the A2A protocol](https://developers.googleblog.com/en/a2a-a-new-era-of-agent-interoperability/). The `chart_agent` can be customized and extended just like any Pydantic AI agent.
If you're new to coding, Vizro-AI simplifies the creation of charts with [Plotly](https://plotly.com/python/).
Even if you are an experienced data practitioner, Vizro-AI optimizes how you create visually appealing charts to present detailed insights about your data.
<img src="https://raw.githubusercontent.com/mckinsey/vizro/main/.github/images/toolkit_vizro_ai.gif" alt="Gif to demonstrate vizro-ai">
<div class="grid cards" markdown>
- :fontawesome-regular-map:{ .lg .middle } __New to Vizro-AI?__
---
[:octicons-arrow-right-24: Quickstart chart generation](pages/tutorials/quickstart.md)
[:octicons-arrow-right-24: Vizro-AI installation](pages/user-guides/install.md)
- :fontawesome-solid-keyboard:{ .lg .middle } __Get hands-on__
---
[:octicons-arrow-right-24: Vizro-AI advanced usage and options](pages/user-guides/advanced-options.md)
[:octicons-arrow-right-24: Add charts to a Vizro dashboard](pages/user-guides/add-generated-chart-usecase.md)
- :fontawesome-solid-book-open-reader:{ .lg .middle } __Find out more__
---
[:octicons-arrow-right-24: FAQs and migration guide](pages/explanation/faq.md)
[:octicons-arrow-right-24: Model usage](pages/user-guides/customize-vizro-ai.md)
- :fontawesome-solid-wand-magic-sparkles:{ .lg .middle } __More from Vizro__
---
[:new: Agent skills (design & build)](https://github.com/mckinsey/vizro/tree/main/vizro-e2e-flow)
[Vizro-MCP](https://github.com/mckinsey/vizro/blob/main/vizro-mcp/README.md)
[:octicons-arrow-right-24: Vizro documentation](https://vizro.readthedocs.io/)
</div>
!!! notice "Notice"
Review the [disclaimer](pages/explanation/disclaimer.md) before using the `vizro-ai` package.
Users must connect to large language models (LLMs) to use Vizro-AI. Please review our [guidelines on the use of LLMs](pages/explanation/safety-in-vizro-ai.md) and the required [safeguarding for dynamic code evaluation](pages/explanation/safeguard.md).
