final List<LlmMessage> history = new ArrayList<>();
        history.add(LlmMessage.user("How to install Fess?"));
        history.add(LlmMessage.assistant("[Referenced documents: Installation Guide, Quick Start]"));
        history.add(LlmMessage.user("Tell me about Docker"));
        history.add(LlmMessage.assistant("[Referenced documents: Docker Setup, Container Guide]"));