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Voice Agent from Scratch: Whisper + LLM + Kokoro

Build a Fully Local Voice Agent from Scratch: Whisper + LLM + Kokoro Building a voice agent that actually responds to you in real time, with no cloud latency, no per-token bill, and no data leaving your machine, is now within reach for anyone with a modern laptop. This guide walks you through wiring three open-source tools into a complete voice pipeline: OpenAI Whisper for speech-to-text, a quantized local LLM (via Ollama or llama.cpp) for reasoning, and Kokoro TTS for expressive speech output. By the end, you will have a working voice agent built entirely from local components. ...

May 6, 2026 · Sam Okafor