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MagenticLite is an experimental agent that works across the browser and local file system

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Top Related Projects

20,137

Fluent UI web represents a collection of utilities, React components, and web components for building web applications.

An enterprise-class UI design language and React UI library

Material UI: Comprehensive React component library that implements Google's Material Design. Free forever.

40,389

Chakra UI is a component system for building SaaS products with speed ⚡️

A utility-first CSS framework for rapid UI development.

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Storybook is the industry standard workshop for building, documenting, and testing UI components in isolation

Quick Overview

Magnetic UI is an open-source project by Microsoft that provides a set of React components and hooks for building accessible and customizable user interfaces. It aims to offer a flexible and modern approach to UI development, with a focus on performance and ease of use.

Pros

  • Highly customizable components with a focus on accessibility
  • Built with TypeScript for improved type safety and developer experience
  • Lightweight and performant, with a modular architecture
  • Extensive documentation and examples

Cons

  • Relatively new project, which may lead to potential instability or frequent changes
  • Limited number of components compared to more established UI libraries
  • May require a learning curve for developers unfamiliar with React hooks and modern patterns

Code Examples

Creating a custom button with Magnetic UI:

import { Button } from '@microsoft/magnetic-ui';

const CustomButton = () => (
  <Button variant="primary" size="large" onClick={() => console.log('Clicked!')}>
    Click me
  </Button>
);

Using the useToggle hook for managing state:

import { useToggle } from '@microsoft/magnetic-ui';

const ToggleExample = () => {
  const [isOn, toggle] = useToggle(false);

  return (
    <div>
      <p>Toggle is {isOn ? 'ON' : 'OFF'}</p>
      <button onClick={toggle}>Toggle</button>
    </div>
  );
};

Creating a responsive layout with the Grid component:

import { Grid, GridItem } from '@microsoft/magnetic-ui';

const ResponsiveLayout = () => (
  <Grid columns={{ base: 1, md: 2, lg: 3 }} gap={4}>
    <GridItem>Item 1</GridItem>
    <GridItem>Item 2</GridItem>
    <GridItem>Item 3</GridItem>
  </Grid>
);

Getting Started

To start using Magnetic UI in your React project, follow these steps:

  1. Install the package:

    npm install @microsoft/magnetic-ui
    
  2. Import and use components in your React application:

    import React from 'react';
    import { Button, TextField } from '@microsoft/magnetic-ui';
    
    const App = () => (
      <div>
        <TextField label="Name" placeholder="Enter your name" />
        <Button variant="primary">Submit</Button>
      </div>
    );
    
    export default App;
    
  3. Customize the theme (optional):

    import { ThemeProvider, createTheme } from '@microsoft/magnetic-ui';
    
    const customTheme = createTheme({
      colors: {
        primary: '#007bff',
        secondary: '#6c757d',
      },
    });
    
    const App = () => (
      <ThemeProvider theme={customTheme}>
        {/* Your app components */}
      </ThemeProvider>
    );
    

Competitor Comparisons

20,137

Fluent UI web represents a collection of utilities, React components, and web components for building web applications.

Pros of Fluent UI

  • More mature and widely adopted, with extensive documentation and community support
  • Offers a comprehensive set of UI components and design system
  • Provides better integration with Microsoft products and services

Cons of Fluent UI

  • Larger bundle size and potentially higher learning curve
  • Less flexibility for customization compared to more lightweight alternatives
  • May have more opinionated design choices that don't fit all project styles

Code Comparison

Fluent UI (React):

import { DefaultButton } from '@fluentui/react';

const MyComponent = () => (
  <DefaultButton text="Click me" onClick={() => console.log('Clicked')} />
);

Magnetic UI:

import { Button } from '@microsoft/magnetic-ui-react';

const MyComponent = () => (
  <Button onClick={() => console.log('Clicked')}>Click me</Button>
);

Note: The code comparison is based on available information, but Magnetic UI's repository doesn't seem to be publicly accessible or may not exist. The comparison assumes a hypothetical implementation similar to other UI libraries.

An enterprise-class UI design language and React UI library

Pros of Ant Design

  • Extensive component library with a wide range of UI elements
  • Well-established and mature project with a large community
  • Comprehensive documentation and examples

Cons of Ant Design

  • Larger bundle size due to the extensive component set
  • Opinionated design system may require more customization for unique designs

Code Comparison

Ant Design component usage:

import { Button } from 'antd';

const MyComponent = () => (
  <Button type="primary">Click me</Button>
);

Magnetic UI component usage (hypothetical, as the repository doesn't exist):

import { Button } from '@microsoft/magnetic-ui';

const MyComponent = () => (
  <Button variant="primary">Click me</Button>
);

Note: The comparison is limited as the microsoft/magentic-ui repository doesn't exist or is not publicly available. Ant Design is a well-known and widely used UI library for React applications, while there's no information available about Magnetic UI. The code comparison is based on typical React component library usage patterns and may not accurately represent Magnetic UI's actual implementation.

Material UI: Comprehensive React component library that implements Google's Material Design. Free forever.

Pros of Material-UI

  • Extensive component library with a wide range of pre-built UI elements
  • Strong community support and regular updates
  • Comprehensive documentation and examples

Cons of Material-UI

  • Larger bundle size due to the extensive component library
  • Steeper learning curve for customization and theming
  • Opinionated design system may not fit all project aesthetics

Code Comparison

Material-UI:

import { Button, TextField } from '@mui/material';

function MyComponent() {
  return (
    <>
      <TextField label="Name" variant="outlined" />
      <Button variant="contained" color="primary">Submit</Button>
    </>
  );
}

Magnetic-UI:

import { Button, TextInput } from '@microsoft/magnetic-ui';

function MyComponent() {
  return (
    <>
      <TextInput label="Name" />
      <Button appearance="primary">Submit</Button>
    </>
  );
}

Summary

Material-UI offers a comprehensive set of components and strong community support, making it suitable for large-scale projects. However, it may have a larger bundle size and a steeper learning curve. Magnetic-UI, being newer and less established, may offer a simpler API and potentially smaller bundle size, but with fewer components and less community support. The choice between the two depends on project requirements, team familiarity, and design preferences.

40,389

Chakra UI is a component system for building SaaS products with speed ⚡️

Pros of Chakra UI

  • More mature and widely adopted, with a larger community and ecosystem
  • Extensive documentation and examples available
  • Highly customizable with a robust theming system

Cons of Chakra UI

  • Larger bundle size, which may impact initial load times
  • Steeper learning curve due to its extensive feature set
  • Less opinionated, requiring more decisions from developers

Code Comparison

Chakra UI component:

import { Button } from "@chakra-ui/react"

function MyButton() {
  return <Button colorScheme="blue">Click me</Button>
}

Magnetic UI component (hypothetical, as the project is not publicly available):

import { Button } from "@microsoft/magnetic-ui"

function MyButton() {
  return <Button variant="primary">Click me</Button>
}

Note: The code comparison is speculative for Magnetic UI, as it's not publicly accessible. The actual implementation may differ.

It's important to note that Magnetic UI is not publicly available, making a comprehensive comparison challenging. Chakra UI is a well-established, open-source project with a proven track record, while Magnetic UI's features and capabilities are not publicly known. Developers should consider their specific project requirements and the availability of documentation and community support when choosing between these libraries.

A utility-first CSS framework for rapid UI development.

Pros of Tailwind CSS

  • Larger community and ecosystem with extensive documentation
  • More flexible and customizable for various design systems
  • Broader browser and framework compatibility

Cons of Tailwind CSS

  • Steeper learning curve for developers new to utility-first CSS
  • Potentially larger CSS file size if not properly optimized

Code Comparison

Tailwind CSS:

<button class="bg-blue-500 hover:bg-blue-700 text-white font-bold py-2 px-4 rounded">
  Button
</button>

Magnetic UI:

<button class="button primary">
  Button
</button>

Key Differences

  • Tailwind CSS uses utility classes for granular control, while Magnetic UI provides pre-designed components
  • Tailwind CSS requires more class names but offers more flexibility, whereas Magnetic UI has a simpler syntax for common UI elements
  • Tailwind CSS is framework-agnostic, while Magnetic UI is specifically designed for React applications

Use Cases

  • Tailwind CSS: Ideal for projects requiring high customization and design flexibility
  • Magnetic UI: Better suited for rapid prototyping and projects that align with Microsoft's design language

Community and Support

  • Tailwind CSS has a larger community, more third-party resources, and frequent updates
  • Magnetic UI, being newer, has a smaller but growing community backed by Microsoft
90,409

Storybook is the industry standard workshop for building, documenting, and testing UI components in isolation

Pros of Storybook

  • Mature and widely adopted tool with extensive documentation and community support
  • Supports a wide range of frameworks and libraries, including React, Vue, Angular, and more
  • Offers advanced features like addons, testing utilities, and design system integration

Cons of Storybook

  • Can be complex to set up and configure, especially for larger projects
  • May introduce additional build overhead and increase project size
  • Learning curve can be steep for newcomers, particularly when using advanced features

Code Comparison

Storybook component story:

import { Button } from './Button';

export default {
  title: 'Example/Button',
  component: Button,
};

const Template = (args) => <Button {...args} />;

export const Primary = Template.bind({});
Primary.args = {
  primary: true,
  label: 'Button',
};

Magnetic UI component (hypothetical, as the repository doesn't exist):

import { MagneticButton } from '@microsoft/magnetic-ui';

const MyButton = () => (
  <MagneticButton variant="primary">
    Click me
  </MagneticButton>
);

Note: The comparison is limited as the microsoft/magentic-ui repository doesn't exist or is not publicly available. The code example for Magnetic UI is hypothetical and based on common UI library patterns.

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README

MagenticLite

Big tasks. Small models.


MagenticLite is the next generation of Magentic-UI — an agentic application from Microsoft AI Frontiers, redesigned to do more with less. It pairs an on-device-friendly orchestrator model (MagenticBrain) with a specialized browser-use model (Fara) so you can automate real work without depending on frontier-scale compute.

  • Built for small models, efficient by design. Strong agentic performance without heavy compute — no frontier-scale models required.
  • Works across the browser and your local file system. Web research, form filling, file management — in one workflow.
  • Keeps you in the loop and in control. Steer, approve, or take over at any point. MagenticLite stops and checks in before taking critical actions.
  • Safe by design. Browser sessions run inside a lightweight VM sandbox (Quicksand) so the agent can't reach the rest of your machine without your say-so.

See it in action

Click any task below to expand and watch MagenticLite handle it end to end.

Fill expense forms

https://github.com/user-attachments/assets/a982b60d-127e-4310-96e6-9f094dffb7f0

Find prices for recipe ingredients

https://github.com/user-attachments/assets/7ff87917-752f-4e40-b319-8036e08ab8f9

Find and book a restaurant

https://github.com/user-attachments/assets/ee5f967e-ee1b-4554-b329-36b56b595aa4

Organize local files

https://github.com/user-attachments/assets/aff385dd-f856-4db4-8f26-08fd0f940aa4

Quick start

These steps get you running on macOS or Windows (WSL). Need more detail or a different platform? See the Installation Guide.

1. Install MagenticLite

# Create a project directory
mkdir magentic-lite && cd magentic-lite

# Create and activate a virtual environment
uv venv --python=3.12 --seed .venv
source .venv/bin/activate

# Install the latest 0.2.x release from PyPI
uv pip install "magentic_ui>=0.2.0"

2. Run

magentic-ui --port 8081

Open http://127.0.0.1:8081/ and follow the in-app onboarding to connect a model endpoint. If you don't have one yet, see the Model Hosting Guide.

Looking for the previous Magentic-UI 0.1 release (optimized to run with frontier models)? It lives on the magentic-ui-0.1 branch.

Documentation

DocWhat's in it
InstallationSupported platforms, macOS / WSL prerequisites, install + run commands
Build from sourceHow to run MagenticLite from a clone of this repo (uv sync, pnpm dev, etc.)
Model hosting guideEnd-to-end walkthrough of standing up a model endpoint and connecting MagenticLite to it
ConfigurationSandbox, agent mode, tool approval, full config.yaml example
TroubleshootingCommon errors and how to fix them
LimitationsTasks and usage patterns MagenticLite doesn't handle well today
Transparency NoteIntended uses, responsible-use guidance, risks, and mitigations

License

Microsoft, and any contributors, grant you a license to any code in the repository under the MIT License. See the LICENSE file.

Microsoft, Windows, Microsoft Azure, and/or other Microsoft products and services referenced in the documentation may be either trademarks or registered trademarks of Microsoft in the United States and/or other countries. The licenses for this project do not grant you rights to use any Microsoft names, logos, or trademarks. Microsoft's general trademark guidelines can be found at http://go.microsoft.com/fwlink/?LinkID=254653.

Any use of third-party trademarks or logos are subject to those third-party's policies.

Privacy information can be found at https://go.microsoft.com/fwlink/?LinkId=521839.

Microsoft and any contributors reserve all other rights, whether under their respective copyrights, patents, or trademarks, whether by implication, estoppel, or otherwise.