The app enables voice interaction by capturing audio from a microphone, converting speech to text using Whisper, and processing it through Mistral 7b running locally via Ollama. It runs entirely offline on macOS with configurable voice options and multilingual support through different Whisper model downloads. The project builds on the ollama-voice upstream with Mac-specific improvements.