TencentDB Agent Memory: From Flat Vector Piles to Traceable Layered Memory
Agent memory is more than putting conversations into a vector database. TencentDB Agent Memory uses symbolic short-term memory, layered long-term semantics, and a traceable evidence chain to reduce context cost during long tasks while preserving the details needed for verification. This article explains its architecture, setup, use cases, and practical limits.