Wordflow is a social and customizable AI writing assistant designed for users who want to experiment with and share AI prompts across various large language models. It enables seamless integration with both external APIs (like GPT-4, Gemini Pro) and local models (Llama 2, Phi 2), offering a platform for prompt discovery and collaboration.

How It Works

Wordflow operates as a web application, allowing users to interact with different LLMs through a unified interface. It supports customizable prompt templates and parameters such as temperature, facilitating experimentation. The social aspect is enabled by a community feature for sharing and discovering prompts, fostering collaborative prompt engineering.

Quick Start & Requirements

• Standalone: Visit https://poloclub.github.io/wordflow/. For local LLM use, Chrome is recommended for creating a shortcut. Safari is not recommended for local LLMs due to WebGPU limitations.
• Google Doc Add-on: Installable via the Google Workspace Marketplace.
• Development: Clone the repository, run npm install, and then npm run dev.

Highlighted Details

• Supports external LLMs (GPT 4, Gemini Pro) and local LLMs (Llama 2, Phi 2).
• Features prompt customization (temperature, templates) and community sharing.
• Available as a standalone web app and a Google Doc Add-on.
• Research paper available detailing social prompt engineering for LLMs.

Maintenance & Community

Created by Jay Wang, Aishwarya Chakravarthy, David Munechika, and Polo Chau. Further questions can be directed via GitHub issues.

Licensing & Compatibility

The software is available under the MIT License, permitting commercial use and integration with closed-source projects.

Limitations & Caveats

The standalone web app's Safari version does not support WebGPU, limiting local LLM functionality on that platform.