Apple

These utilities enable the integration of server-side language models and the management of custom chat completions. They provide the necessary protocols to bridge external model outputs into the native framework, allowing for structured interaction and response handling within the ecosystem.

These protocols are intended for machine learning engineers and backend developers working within the Apple ecosystem. They are specifically designed for those tasked with integrating custom model architectures or managing inference endpoints for chat-based applications.

Implementation requires an existing server-side language model environment and access to the Foundation Models framework. Developers must ensure their model outputs are compatible with the defined protocol specifications to successfully register custom skills and process chat completions.