Class FakeLLM

tests/test_desktop_gui.py:936–946

    monkeypatch.setattr(agents.wiki_db, "get_citations_for_nodes", lambda *_args, **_kwargs: {})

    class FakeLLM:
        name = "fake"
        model = "fake-model"

        def generate(self, *_args, **_kwargs):
            class Response:
                text = "这篇论文从事实性角度分析检索增强。[1]"
                prompt_tokens = 0
                completion_tokens = 0

            return Response()

    monkeypatch.setattr(agents.wiki_answer, "build_llm_provider", lambda: FakeLLM())