Create README.md

Co-authored-by: yeshaokai <[email protected]>

Author: MMathisLab

README.md

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+<img src="https://images.squarespace-cdn.com/content/v1/57f6d51c9f74566f55ecf271/733ec9c2-52bc-4fcb-aefb-1516d0a50c19/amadeuslogo.png?format=1500w" width="95%">
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+🪄 **We turn natural language descriptions of behaviors into machine-executable code.**
+
+- We use ChatGPT's API to bridge natural language and behavior analysis code.
+- For more details, check out our arXiv preprint **AmadeusGPT: a natural language interface for interactive animal behavioral analysis** by [Shaokai Ye](https://github.com/yeshaokai), [Jessy Lauer](https://github.com/jeylau), [Mu Zhou](https://github.com/zhoumu53), [Alexander Mathis](https://github.com/AlexEMG) & [Mackenzie W. Mathis](https://github.com/MMathisLab).
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+- 🧙‍♀️ *Code coming soon!*
+  ## Demo:
+
+  - WIP [Click here]() to launch our hosted Streamlit App!
+  - Please note you need an [openAPI key](https://platform.openai.com/account/api-keys), which you can easily create [here](https://platform.openai.com/account/api-keys).