from langchain_core.messages import SystemMessage

def chat_llm_node(state: MessagesState):
    history = [
        SystemMessage(content="You are a customer support assistant.")
    ]
    history.extend(state["messages"])

    reply = llm.invoke(history)       

    return {"messages": [reply]}