Voice-First AI: Building a Local Speech Pipeline for Personal Agents

This implementation showcases the growing feasibility of local AI inference by replacing paid cloud APIs with efficient C++ ports like whisper.cpp. By moving speech-to-text to the local machine, developers can eliminate recurring costs, reduce latency, and ensure complete data privacy for personal assistants.