Practical combat of large model engineering (11): Knowledge base anti-corrosion - Inspection to find deficiencies/corruption/chaos, governance first soft removal to stop bleeding, grayscale version change can be rolled back: the model has not been changed, the prompt has not been changed, but the RAG accuracy rate has dropped, don't check the model first, check the granary