Repository: home-assistant/core
File: homeassistant/components/cloud/entity.py (Python)

Code before:
            raise HomeAssistantError(f"OpenAI response error: {event.message}")


class BaseCloudLLMEntity(Entity):
    """Cloud LLM conversation agent."""

    def __init__(self, cloud: Cloud[CloudClient], config_entry: ConfigEntry) -> None:
        """Initialize the entity."""
        self._cloud = cloud
        self._entry = config_entry

    async def _prepare_chat_for_generation(
        self,
        chat_log: conversation.ChatLog,
        messages: list[ResponseInputItemParam],
        response_format: dict[str, Any] | None = None,
    ) -> dict[str, Any]:
        """Prepare kwargs for Cloud LLM from the chat log."""

        last_content: Any = chat_log.content[-1]
        if last_content.role == "user" and last_content.attachments:
            files = await self._async_prepare_files_for_prompt(last_content.attachments)

            last_message = cast(dict[str, Any], messages[-1])
            assert (
                last_message.get("type") == "message"
                and last_message.get("role") == "user"
                and isinstance(last_message.get("content"), str)
            )
            last_message["content"] = [
                {"type": "input_text", "text": last_message["content"]},
                *files,
            ]

        tools: list[ToolParam] = []
        tool_choice: str | None = None

        if chat_log.llm_api:
            ha_tools: list[ToolParam] = [
                _format_tool(tool, chat_log.llm_api.custom_serializer)
                for tool in chat_log.llm_api.tools
            ]

            if ha_tools:
                if not chat_log.unresponded_tool_results:
                    tools = ha_tools
                    tool_choice = "auto"
                else:
                    tools = []
                    tool_choice = "none"


Review comment (suggestion):
```suggestion
                last_message["type"] == "message"
```

Code after:
            raise HomeAssistantError(f"OpenAI response error: {event.message}")


class BaseCloudLLMEntity(Entity):
    """Cloud LLM conversation agent."""

    def __init__(self, cloud: Cloud[CloudClient], config_entry: ConfigEntry) -> None:
        """Initialize the entity."""
        self._cloud = cloud
        self._entry = config_entry

    async def _prepare_chat_for_generation(
        self,
        chat_log: conversation.ChatLog,
        messages: list[ResponseInputItemParam],
        response_format: dict[str, Any] | None = None,
    ) -> dict[str, Any]:
        """Prepare kwargs for Cloud LLM from the chat log."""

        last_content: Any = chat_log.content[-1]
        if last_content.role == "user" and last_content.attachments:
            files = await self._async_prepare_files_for_prompt(last_content.attachments)

            last_message = cast(dict[str, Any], messages[-1])
            assert (
                last_message["type"] == "message"
                and last_message["role"] == "user"
                and isinstance(last_message["content"], str)
            )
            last_message["content"] = [
                {"type": "input_text", "text": last_message["content"]},
                *files,
            ]

        tools: list[ToolParam] = []
        tool_choice: str | None = None

        if chat_log.llm_api:
            ha_tools: list[ToolParam] = [
                _format_tool(tool, chat_log.llm_api.custom_serializer)
                for tool in chat_log.llm_api.tools
            ]

            if ha_tools:
                if not chat_log.unresponded_tool_results:
                    tools = ha_tools
                    tool_choice = "auto"
                else:
                    tools = []
                    tool_choice = "none"