MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision

MemSlides separates agent memory into three tiers — user profile memory for initial personalization, working memory for active session constraints across revision rounds, and tool memory for reusable editing execution — to enable consistent preference tracking in multi-turn slide generation. The framework targets local slide edits specifically, storing execution experience to improve reliability on targeted revisions without regenerating full presentations.