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Vizro is a low-code Python toolkit for rapidly building data visualization apps, offering flexibility and customization with optional high-code extensions.
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Vizro is a low-code Python toolkit for rapidly building data visualization apps, offering flexibility and customization with optional high-code extensions.
Vizro is generally safe for building data visualization apps, especially when using the low-code features and trusted data sources. However, the optional high-code extensions and integration with LLMs through Vizro-MCP and Vizro-AI introduce potential risks that require careful consideration and security measures.
Performance depends on the complexity of the dashboard and the size of the data being visualized. Optimize data queries and use caching to improve performance.
Cost depends on the deployment environment and the resources used. Consider the cost of API calls, tokens, and infrastructure.
pip install vizroVizro-MCPAssists in creating Vizro dashboards and charts using an LLM.
Can generate dashboards and charts, potentially leading to unintended data exposure if not configured correctly.
None
cloud
Vizro is generally safe for building data visualization apps, especially when using the low-code features and trusted data sources. However, the optional high-code extensions and integration with LLMs through Vizro-MCP and Vizro-AI introduce potential risks that require careful consideration and security measures.
Autonomy depends on the specific configuration and extensions used. Sandboxing is available for custom components.
Production Tip
Implement robust input validation and data sanitization to prevent data injection attacks.
Vizro is a low-code Python toolkit for building data visualization apps quickly and easily.
Key features include components, controls, actions, layouts, and navigation, all configurable via Pydantic models, JSON, YAML, or Python dictionaries.
Vizro combines the speed and ease of low-code Python tools with the production capabilities of JavaScript and BI tools, offering a balance between simplicity and customization.
Vizro-MCP is a Model Context Protocol (MCP) server for Vizro that works alongside an LLM to help you create Vizro dashboards and charts.
Vizro-AI is a package that extends Vizro to incorporate LLMs for generating charts and dashboards, though dashboard generation is no longer actively developed.
You can install Vizro using pip: `pip install vizro`.
Yes, Vizro is an open-source project distributed under the terms of the Apache License 2.0.