MemSlides is a hierarchical memory driven agent framework for personalized slide generation with multi-turn local revision. The framework separates long-term memory from working memory and further divides long-term memory into user profile memory and tool memory. User profile memory stores intent-conditioned profiles for round-0 personalization.
Working memory carries active preferences and session constraints across revision rounds. Tool memory stores reusable execution experience for reliable localized editing. The framework uses scoped slide-local revision so targeted updates act on the smallest affected region instead of repeatedly regenerating the full deck.
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