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TencentDB Agent Memory

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Sep 20, 2026 · Artificial Intelligence

TencentDB Agent Memory: Hierarchical AI Agent Memory Cuts Tokens 61%

Tencent Cloud's open-source TencentDB Agent Memory introduces a hierarchical L0–L3 memory system with symbolic short-term offloading to Mermaid canvases, achieving 61% token reduction on WideSearch and 33% on SWE-bench while preserving full drill-down traceability via node_id links, and integrates with Pi agents through a zero-code proxy.

AI agent memoryMermaidOpen Source

0 likes · 12 min read

TencentDB Agent Memory: Hierarchical AI Agent Memory Cuts Tokens 61%

Architect's Tech Stack

Jun 4, 2026 · Artificial Intelligence

How TencentDB Agent Memory Cuts Token Usage by 61% and Boosts Task Success

TencentDB Agent Memory, an open‑source hierarchical memory system for long‑running AI agents, offloads tool calls, structures short‑term and four‑layer long‑term memories, and reduces token consumption by 61% while raising task success rate 51% and persona accuracy from 48% to 76%, all running locally with SQLite and no API keys.

AI AgentsOpenClawSQLite

0 likes · 4 min read

How TencentDB Agent Memory Cuts Token Usage by 61% and Boosts Task Success