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https://github.com/poloclub/wordflow
Social and customizable AI writing assistant! ✍️
https://github.com/poloclub/wordflow
ai gemini gemini-pro gpt gpt-4 llama2 llm localllama mlc prompt-engineering writing-assistant
Last synced: about 1 month ago
JSON representation
Social and customizable AI writing assistant! ✍️
- Host: GitHub
- URL: https://github.com/poloclub/wordflow
- Owner: poloclub
- License: mit
- Created: 2023-10-24T20:21:27.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2024-06-29T00:31:51.000Z (2 months ago)
- Last Synced: 2024-07-31T01:07:16.435Z (about 1 month ago)
- Topics: ai, gemini, gemini-pro, gpt, gpt-4, llama2, llm, localllama, mlc, prompt-engineering, writing-assistant
- Language: TypeScript
- Homepage: https://poloclub.github.io/wordflow/
- Size: 16.7 MB
- Stars: 164
- Watchers: 7
- Forks: 23
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome-local-ai - Wordflow - Run, share, and discover AI prompts in your browsers (Inference UI)
README
Wordflow
[](https://github.com/poloclub/wordflow/actions/workflows/build.yml)
[](https://github.com/poloclub/wordflow/blob/main/LICENSE)
[](https://www.npmjs.com/package/wordflow)
[](https://arxiv.org/abs/2401.14447)
Social and customizable AI writing assistant tool ✍️
🚀 Wordflow Demo
📺 Demo Video
📖 Research Paper
## 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.
✅
Store and run your favorite AI prompts
✅
Support different external LLMs (e.g., GPT 4 and Gemini Pro)
✅
Support multiple on-device LLMs (e.g., Llama 2 and Phi 2)
✅
Powerful customization (e.g., temperature, templates)
✅
Discover and share community prompts
## Features
### Demo Video
Click to see the demo video!
## Get Started
### Standalone Version
To use Wordflow, visit: .
If you use macOS, we highly recommend you [creating a Web App using Safari](https://support.apple.com/en-us/104996). Open [Wordflow](https://poloclub.github.io/wordflow/) in Safari, and then from the menu bar, choose `File` > `Add to Dock`.
Note that currently [Safari doesn't support WebGPU](https://caniuse.com/webgpu). If you want to use local LLMs, you can use Chrome to save Wordflow as a [Chrome app](https://support.google.com/chrome_webstore/answer/3060053?hl=en). In Chrome, at the top right, click `More` > `More Tools` > `Create shortcut`.
### Google Doc Add-on
If you use Google Doc, we also provide a Wordflow Add-on that you can install from the [Google Workspace Marketplace](https://workspace.google.com/marketplace/app/wordflow/851135867974). The source code of the add-on is in [this repository](https://github.com/poloclub/wordflow-doc).
## Developing Wordflow
Clone or download this repository:
```bash
git clone [email protected]:poloclub/wordflow.git
```
Install the dependencies:
```bash
npm install
```
Then run Wordflow:
```
npm run dev
```
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](https://arxiv.org/abs/2401.14447).
```bibtex
@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](https://github.com/poloclub/wordflow/blob/main/LICENSE).
## Contact
If you have any questions, feel free to [open an issue](https://github.com/poloclub/wordflow/issues/new) or contact [Jay Wang](https://zijie.wang).