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  1. AI/ML

How does github copilot works?

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Last updated 2 years ago

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Parth Thakkar, had created an interesting analysis on how github copilot works:

  • Copilot Explorer (2022)

    In this project, I delved into the internals of Github Copilot. I wrote a tool to decompile Copilot's VSCode extension, and identified key insights regarding prompt construction logic, post processing of model's output and telemetry collection (after sifting through over 400 obfuscated modules!). I also built a code browser to intuitively explore the codebase. I wrote a blog post about it that got a little bit popular.

This was brought to attention by Charles Frye, fantastic instructor athttps://github.com/thakkarparth007/copilot-explorer FSDL

LogoGitHub - thakkarparth007/copilot-explorer: Hacky repo to see what the Copilot extension sends to the serverGitHub
copilot-explorercopilot-explorer