Building Shared Memory for AI Agents in Notion

This post details the architecture of Lore, including its five core Notion databases (Projects, Topics, Memories, Entities, Facts) and the mechanisms for memory maintenance (expiration, relational values) and quality assessment through retrieval and model evaluation benchmarks. It also introduces the concept of agentic workflows leveraging this shared memory.