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## What and why
Since the start of 2023 and GenAI we've seen a massive number of AI applications for accomplishing tasks. It's powerful, but **it's not easy to integrate this functionality into our lives.**
Since the start of 2023 and GenAI we've seen a massive number of AI applications for accomplishing tasks. It's powerful, but _it's not easy to integrate this functionality into our lives._
<div align="center">
<h4>In other words, AI doesn't have a capabilities problem—it has an <em>integration</em> problem.</h4>
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### Directly calling Patterns
One key feature of `fabric` and its Markdown-based format is the ability to ** directly reference** (and edit) individual [patterns](https://github.com/danielmiessler/fabric/tree/main#naming) directly—on their own—without surrounding code.
One key feature of `fabric` and its Markdown-based format is the ability to _ directly reference_ (and edit) individual [patterns](https://github.com/danielmiessler/fabric/tree/main#naming) directly—on their own—without surrounding code.
As an example, here's how to call _the direct location_ of the `extract_wisdom` pattern.
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This means you can cleanly, and directly reference any pattern for use in a web-based AI app, your own code, or wherever!
Even better, you can also have your [Mill](https://github.com/danielmiessler/fabric/tree/main#naming) functionality directly call **system** and **user** prompts from `fabric`, meaning you can have your personal AI ecosystem automatically kept up to date with the latest version of your favorite [Patterns](https://github.com/danielmiessler/fabric/tree/main#naming).
Even better, you can also have your [Mill](https://github.com/danielmiessler/fabric/tree/main#naming) functionality directly call _system_ and _user_ prompts from `fabric`, meaning you can have your personal AI ecosystem automatically kept up to date with the latest version of your favorite [Patterns](https://github.com/danielmiessler/fabric/tree/main#naming).
Here's what that looks like in code:
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> [!NOTE]
> Special thanks to the following people for their inspiration and contributions!
- **Caleb Sima** for pushing me over the edge of whether to make this a public project or not.
- **Joel Parish** for super useful input on the project's Github directory structure.
- **Jonathan Dunn** for spectacular work on the soon-to-be-released universal client.
- _Caleb Sima_ for pushing me over the edge of whether to make this a public project or not.
- _Joel Parish_ for super useful input on the project's Github directory structure.
- _Jonathan Dunn_ for spectacular work on the soon-to-be-released universal client.
### Primary contributors