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<div align="center">
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<img src="https://cdn.prod.website-files.com/6230fe4706acf355d38b2d54/65b98b3564bb58c88c0a1b66_arthur-logo-light-nav.svg" alt="Arthur AI Logo" width="300" style="background-color: white;"/>

<i>Make AI work for Everyone.</i>
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# Arthur Engine Examples + Demos
# Arthur Evals Engine Examples + Demos

This repository is a collection of examples + demos that showcase what you do and build using the [Arthur Engine](https://github.com/arthur-ai/arthur-engine).
This repository contains a curated collection of examples and demos that show how to build, evaluate, and secure AI applications using the Arthur Evals Engine. Each example highlights a practical workflow that you can use as a starting point for your own projects. [Arthur Engine](https://github.com/arthur-ai/arthur-engine).

## Quick link to examples

- Use Open WebUI + Arthur Engine to detect and prevent Prompt Injection attacks and PII leakage ([link](examples/open-webui-prompt-validation/README.md))
- Use the Arthur Engine to protect against security threats with multi-agent systems (demo using [AutoGen multi-agent framework](https://github.com/microsoft/autogen)) ([link](https://github.com/arthur-ai/arthur-autogen-agentic-demo))
- Use the Arthur Engine to monitor chats with MCP Servers ([link](examples/mcp-monitoring/README.md))
- Use the Arthur Engine + Arthur Platform to continuously evaluate agentic applications during development and into production ([link](https://youtu.be/Zwj1tOgUcdU))
- **Detect and prevent prompt injection attacks and PII leakage** using Open WebUI with the Arthur Evals Engine *([link](examples/open-webui-prompt-validation/README.md))*
- **Protect multi-agent systems from security risks** using the Arthur Evals Engine with the AutoGen multi-agent framework *([link](https://github.com/arthur-ai/arthur-autogen-agentic-demo))* *([AutoGen multi-agent framework](https://github.com/microsoft/autogen))*
- **Monitor chats across MCP Servers** using real time evaluation and rule enforcement *([link](examples/mcp-monitoring/README.md))*
- **Continuously evaluate agentic applications** from development through production using the Arthur Evals Engine with the Arthur Platform *([link](https://youtu.be/Zwj1tOgUcdU))* ([Create a free account](https://platform.arthur.ai/)]

## Contributing Example
## Want to contribute?

We love to see cool examples + use-cases that the community contributes.
We welcome examples and use cases from the community. If you would like to contribute:

If you are interested in adding an example, please open a PR or start a discussion in our discord.
- Open a pull request with your example, or
- Start a discussion in our Discord to share ideas or get feedback.

Your contributions help expand what builders can learn, create, and ship with the Arthur Evals Engine.