Local AI use cases with Whisper
Whisper is OpenAI's open-source speech-recognition model. Ports like faster-whisper run it locally, and it's the standard speech-to-text engine for private voice setups.
Rebel BitesOvernight video-to-RAG pipeline for 2,000+ saved clips
A local Qwen3.6 35B with ffmpeg, scenedetect and Whisper indexes saved TikToks and YouTube videos, so you can later find 'that one plumbing tutorial'.
Home Assistant Voice PE with a local LLM instead of Echo
A $60 Voice Preview Edition, an N100 box and an optional RTX 3060 replace every Echo and Nest in the house. It keeps working with the internet unplugged.
Fully local Home Assistant voice assistant on a GPU
Wake word to spoken answer in 2-3 seconds, with zero audio leaving the house. Built from faster-whisper, Piper and Ollama, with a cloud fallback.
Mac Studio as an always-on, LLM-driven smart-home brain
Phrases like 'it's stuffy in here' become real device calls, run by Ollama with qwen3:14b on a Mac Studio. €15 ESP32 satellites keep all audio on the LAN.
Øxygen: a private desktop chat app for Ollama
Conversations, files and settings live in a file in your home directory. It talks only to Ollama on 127.0.0.1 and adds optional embeddings, vision, voice and image generation.