from __future__ import annotations from typing import Any, Protocol from core.model_manager import ModelInstance class CredentialsProvider(Protocol): """Port for loading runtime credentials for a provider/model pair.""" def fetch(self, provider_name: str, model_name: str) -> dict[str, Any]: """Return credentials for the target provider/model or raise a domain error.""" ... class ModelFactory(Protocol): """Port for creating initialized LLM model instances for execution.""" def init_model_instance(self, provider_name: str, model_name: str) -> ModelInstance: """Create a model instance that is ready for schema lookup and invocation.""" ...