Using Elixir and Livebook for AI Grammar Correction

The article details the development of a small tool using Elixir libraries to perform grammar error correction (GEC) for web pages. It leverages several libraries, such as Readability for extracting readable text, Bumblebee for utilizing pre-trained grammar correction models, and Kino for interactive visualizations in Livebook. The tool analyzes the web pages, produces a grammar score, and visualizes suggestions through a user-friendly interface. The author discusses the setup of necessary modules and functions for rendering grades and outputs, how to configure and serve a transformer model for text generation, and possible improvements for enhancing user feedback and processing efficiency.