Wordflow is a social and customizable AI writing assistant tool that allows users to write and run AI prompts using various large language models. It supports both external models like GPT 4 and Gemini Pro, as well as local models such as Llama 2 and Phi 2. Users can store, run, customize prompts, and share them with the community. Wordflow also offers powerful customization options like temperature and templates. To use Wordflow, visit their website, and for macOS users, it is recommended to create a Web App using Safari. The tool is available under the MIT License and was created by Jay Wang, Aishwarya Chakravarthy, David Munechika, and Polo Chau.

Wordflow 
  
  





Social and customizable AI writing assistant tool ✍️

What is Wordflow?
Wordflow is a social and customizable AI writing assistant tool! With Wordflow, you can easily write and run AI prompts with different large language models, including both external models (e.g., GPT 4 and Gemini Pro) and local models (e.g., Llama 2 and Phi 2). You can also discover and share your favorite prompts with the community.

  
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    Store and run your favorite AI prompts
  
  
  
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    Support different external LLMs (e.g., GPT 4 and Gemini Pro)
  
  
  
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    Support multiple on-device LLMs (e.g., Llama 2 and Phi 2)
  
  
  
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    Powerful customization (e.g., temperature, templates)
  
  
    
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    Discover and share community prompts
  
  
  

Features

      
Demo Video

  Click to see the demo video!
  
  
    
    wordflow-demo.mp4
    
  

  

  



Get Started
To use Wordflow, visit: https://poloclub.github.io/wordflow/.
If you use macOS, we highly recommend you creating a Web App using Safari. Open Wordflow in Safari, and then from the menu bar, choose File > Add to Dock.
Note that currently Safari doesn't support WebGPU. If you want to use local LLMs, you can use Chrome to save Wordflow as a Chrome app. In Chrome, at the top right, click More > More Tools > Create shortcut.

Developing Wordflow
Clone or download this repository:
git clone git@github.com:poloclub/wordflow.git
Install the dependencies:

Then run Wordflow:

Navigate to localhost:3000. You should see Wordflow running in your browser :)
Credits
Wordflow is created by Jay Wang, Aishwarya Chakravarthy, David Munechika, and Polo Chau.
Citation
To learn more about Wordflow and social prompt engineering, check out our research paper.
@article{wangWordflowSocialPrompt2024,
  title = {Wordflow: {{Social Prompt Engineering}} for {{Large Language Models}}},
  shorttitle = {Wordflow},
  author = {Wang, Zijie J. and Chakravarthy, Aishwarya and Munechika, David and Chau, Duen Horng},
  year = {2024},
  url = {http://arxiv.org/abs/2401.14447},
  urldate = {2024-01-29},
  archiveprefix = {arxiv},
  journal = {arXiv 2401.14447}
}
License
The software is available under the MIT License.
Contact
If you have any questions, feel free to open an issue or contact Jay Wang.


poloclub/wordflow: Social and customizable AI writing assistant! ✍️