Willow is an open-source voice assistant platform designed to run entirely locally on hardware like ESP32, offering a privacy-focused alternative to commercial smart speakers. It integrates speech recognition via Whisper, text-to-speech, and a dedicated inference server for running LLMs and handling STT/TTS tasks. The project targets home automation scenarios through integration with Home Assistant and similar platforms.