Tencent Cloud Developer
May 26, 2026 · Artificial Intelligence
How TencentDB Agent Memory Cuts Tokens by 61% and Boosts Success Rate 52% with Mermaid Infinite Canvas and Context Offloading
The article presents a technical deep‑dive into TencentDB Agent Memory’s short‑term memory compression, which combines context offloading and a Mermaid‑based infinite canvas to reduce token usage by up to 61 % while improving task success rates by over 50 % across multiple long‑session benchmarks.
Context OffloadingLLMMemory compression
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