class BrynqNativeAdapter:
    """
    Adapter for the proprietary Brynq-Coder base model (V45).
    """
    def __init__(self, endpoint_url: str = "http://localhost:8000/v1/completions"):
        self.endpoint_url = endpoint_url

    def generate_response(self, prompt: str, max_tokens: int = 1000) -> str:
        """
        Mocks hitting a custom inference endpoint and returning a dummy string.
        """
        if not isinstance(prompt, str):
            raise TypeError("Prompt must be a string.")
        if not prompt.strip():
            raise ValueError("Prompt cannot be empty.")
            
        return f"[Brynq-Coder-V1] Mocked response for: {prompt}"
