Projects

FeedbackAI 2024

FeedbackAI is an AI-driven grading solution that leverages locally deployed Large Language Models (LLMs) to deliver personalized feedback while ensuring strict data privacy and residency compliance. Integrated directly into Canvas via a Chrome extension, FeedbackAI streamlines grading workflows. It utilizes a two-step reasoning process to generate detailed grading guidelines and then evaluates student submissions accordingly. With extensive customization options and continuous improvement based on instructor input, FeedbackAI enhances the grading experience, helping educators provide timely, meaningful feedback to their students.

  • Websitehttps://github.com/dtszwai/autograder
  • StackAILarge Language ModelsTypeScriptReact.jsPythonOllamaLangChain