Memorr.AI is a desktop application designed for Mac and Windows that addresses the issue of context loss in long AI conversations. It allows users to maintain continuity in their discussions with AI models by remembering important details across sessions. This tool is particularly beneficial for professionals involved in long-term projects, writers, marketers, and students, ensuring that they can pick up conversations without repeating themselves.