Since the release of ChatGPT, large language models (LLMs) have played a huge role in various industries. In the field of games, we have used LLMs to act as intelligent AI NPC, which makes NPCs more intelligent. However, there is still an obvious obstacle -the LLMs lacks long-term memory and huma…