We plan to demo, MemoMagnet, a fridge-magnet-like memo device based on large language model (LLM). MemoMagnet could chat with users by voice, and fulfill user tasks like memorizing items in refrigerator, and recommending cookbook based on items in refrigerator. The LLM is deployed on the device (without calling cloud) as an agent to communicate with users and fulfill tasks above.