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Mac app for crushing tech interviews with AI
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leetcode-mafia/cheetah
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Cheetah is an AI-powered macOS app designed to assist users with software engineering interview practice. It provides real-time coaching and live coding platform integration.
demo2.mp4
Cheetah leverages Whisper for real-time audio transcription, and GPT-4 for generating hints and solutions. You need to have your own OpenAI API key to use the app.
Whisper runs locally on your system, utilizing Georgi Gerganov'swhisper.cpp. A recent Mac with Apple silicon is required for optimal performance.
Requires macOS 13.1 or later.
To build Cheetah,whisper.cpp must be checked out in../whisper.cpp, and the SDL2 library must be installed:
brew install sdl2
For the best results, ensure the audio input captures both sides of the conversation.
When using a video chat app like Zoom or Google Meet, you can achieve this withBlackHole, a free audio loopback driver. Follow the instructions for setting up aMulti-Output Device, and remember not to use the loopback device as input for the video chat app.
Open the app and select an audio input to start live transcription. A snippet of the transcription will be displayed under the audio input selector.
Note: running the app in debug mode will result in very slow audio transcription performance.
The UI features three buttons:
Answer: Generates an answer for the interviewer's question.
Refine: Updates the existing answer, useful for when the interviewer provides additional constraints or clarification.
Analyze: Analyzes code and logs from the live coding environment in your web browser. Requires the browser extension.
You can also select (highlight) a portion of a generated answer and click Refine to get more detail.
Currently, only Firefox is supported. Follow these steps to install the extension:
- Add the domain of the live coding platform to
matchesin ./extension/manifest.json - Go toabout:debugging
- Click "This Firefox"
- Click "Load Temporary Add-on"
- Select ./extension/manifest.json
Cheetah is intended for use in mock interviews only. It may generate incorrect or inappropriate solutions. Users take full responsibility for the information provided by the app.
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Mac app for crushing tech interviews with AI
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