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+ 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](https://aka.ms/MagenticBrain-foundry)) with a specialized browser-use model ([Fara](https://aka.ms/fara-foundry)) 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](https://microsoft.github.io/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
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+
+
+
+ Find prices for recipe ingredients
+
+ https://github.com/user-attachments/assets/7ff87917-752f-4e40-b319-8036e08ab8f9
+
+
+
+
+ Find and book a restaurant
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+ 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
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+
+
+## Quick start
+
+These steps get you running on macOS or Windows (WSL). Need more detail or a different platform? See the [Installation Guide](./docs/installation.md).
+
+### 1. Install MagenticLite
+
+```bash
+# 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
+
+```bash
+magentic-ui --port 8081
+```
+
+Open and follow the in-app onboarding to connect a model endpoint. If you don't have one yet, see the [Model Hosting Guide](./docs/model-hosting-guide.md).
+
+> **Looking for the previous Magentic-UI 0.1 release** (optimized to run with frontier models)? It lives on the [`magentic-ui-0.1`](https://github.com/microsoft/magentic-ui/tree/magentic-ui-0.1) branch.
+
+## Documentation
+
+| Doc | What's in it |
+| ---------------------------------------------------- | ---------------------------------------------------------------------------------------- |
+| [Installation](./docs/installation.md) | Supported platforms, macOS / WSL prerequisites, install + run commands |
+| [Build from source](./docs/build-from-source.md) | How to run MagenticLite from a clone of this repo (`uv sync`, `pnpm dev`, etc.) |
+| [Model hosting guide](./docs/model-hosting-guide.md) | End-to-end walkthrough of standing up a model endpoint and connecting MagenticLite to it |
+| [Configuration](./docs/configuration.md) | Sandbox, agent mode, tool approval, full `config.yaml` example |
+| [Troubleshooting](./docs/troubleshooting.md) | Common errors and how to fix them |
+| [Limitations](./docs/limitations.md) | Tasks and usage patterns MagenticLite doesn't handle well today |
+| [Transparency Note](./docs/TRANSPARENCY_NOTE.md) | Intended 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](https://opensource.org/licenses/MIT). See the [LICENSE](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 .
+
+Any use of third-party trademarks or logos are subject to those third-party's policies.
+
+Privacy information can be found at .
+
+Microsoft and any contributors reserve all other rights, whether under their respective copyrights, patents, or trademarks, whether by implication, estoppel, or otherwise.