Datalatte is an innovative application that enhances how AI agents, like AI assistants and companions, integrate into daily life with a focus on transparency and user control. By utilizing open-source Large Language Models and Knowledge Graphs, Datalatte offers personalized and secure interactions, ensuring users can see and control how their data is used.