A chat window in VS Code showing the user asking a question about Python.
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LLM Debug Assistant

February 2024 - April 2024

Tags

    PythonTypeScriptTensorflowVscodeHugging FaceAdd-On/PluginAI

About

A VS Code extension powered by a Large Language Model (LLM) that helps developers debug their code. The extension and underlying model were created as part of a project to explore the capabilities of LLMs. The model was created from a smaller version of Meta's Llama 2 model and fine-tuned on a dataset of questions and answers from StackOverflow. The extension provides a user interface, allowing users to ask questions in a chat window. The model then generates responses to help the user debug their code.

Images

A chat window in VS Code showing the user asking a question about Python.A chat window in VS Code showing the user highlighting C++ code and asking the assistant what it does.Text from the debug assistant, describing what a segmentation fault is and ways to fix it.