That said as this is a hugging face space, you can inspect the code. In addition there’s a Rust version that runs fully offline and which can use your Codex and Claude Code login. I’m sorry - getting login without api keys to work for ChatGPT requires a vendor onboarding and I can’t do that for a single demo. All ears if you have a better solution.