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README.md

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# OpenAdapt: AI-First Process Automation with Large Multimodal Models (LMMs).
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OpenAdapt is the *Open* source software *Adapt*er between Large Multimodal Models (LMMs) and traditional desktop and web Graphical User Interfaces (GUIs).
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**OpenAdapt** is the **open** source software **adapt**er between Large Multimodal Models (LMMs) and traditional desktop and web Graphical User Interfaces (GUIs).
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### Enormous volumes of mental labor are wasted on repetitive GUI workflows.
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<img width="1473" alt="image" src="https://github.com/OpenAdaptAI/OpenAdapt/assets/774615/5a760e4a-c596-4604-b1a4-a9563dce0fe7">
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([Slides](https://t.ly/7RGr))
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Welcome to OpenAdapt! This Python library implements AI-First Process Automation
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- Aggregating and visualizing user input and recordings for development
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- Converting screenshots and user input into tokenized format
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- Generating synthetic input via transformer model completions
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- Replaying synthetic input to complete tasks
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- Generating task trees by analyzing recordings (work-in-progress)
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- Replaying synthetic input to complete tasks (work-in-progress)
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The goal is similar to that of
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[Robotic Process Automation](https://en.wikipedia.org/wiki/Robotic_process_automation),
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</pre>
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<br/>
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### Manual Setup
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