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Updated README with demo gif
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rsamf committed Sep 12, 2024
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## Overview
Graphbook is a framework for building efficient, visual DAG-structured ML workflows composed of nodes written in Python. Graphbook provides common ML processing features such as multiprocessing IO and automatic batching, and it features a web-based UI to assemble, monitor, and execute data processing workflows. It can be used to prepare training data for custom ML models, experiment with custom trained or off-the-shelf models, and to build ML-based ETL applications. Custom nodes can be built in Python, and Graphbook will behave like a framework and call lifecycle methods on those nodes.

<p align="center">
<a href="https://graphbook.ai">
<img src="https://media.githubusercontent.com/media/rsamf/public/main/docs/overview/huggingface-pipeline-demo.gif" alt="Huggingface Pipeline Demo" width="512">
</a>
<div align="center">Build, run, monitor!</div>
</p>

## Status
Graphbook is in a very early stage of development, so expect minor bugs and rapid design changes through the coming releases. If you would like to [report a bug](https://github.com/graphbookai/graphbook/issues/new?template=bug_report.md&labels=bug) or [request a feature](https://github.com/graphbookai/graphbook/issues/new?template=feature_request.md&labels=enhancement), please feel free to do so. We aim to make Graphbook serve our users in the best way possible.

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