Apple Silicon

As of September 13, 2026, the sample in this series uses Edge0-35B, Microsoft Learn CLI, and the macOS Translation framework. Following the responsibilities established in Part 1, the inference server and Python agent host run in separate terminals. This article covers installing Edge0 and its model, starting the streaming server, searching official documentation, translating between Korean and English, and normalizing questions. The complete files are README.md, apple_translate.swift, and microsoft_expert_agent.py in the sample Gist. ...

As of September 13, 2026, Edge0 provides an MLX backend for Apple Silicon and the Edge0-35B-A3B-preview model. I ran the model on a 16GB M2 MacBook Air, then built a technical expert agent that answers using Microsoft Learn references. This series covers the requirements for running a 35B-class model, changes in answers after adding references, Korean input and output, streaming measurements, and conditions for an internal PoC. The complete runnable code is available in the Edge0 Microsoft Technology Expert Agent Gist. ...