Part 4: Memory, Knowledge, and Agent Learning

Page budget: 125 pages
Lead: D
Focus: 状态、长期记忆、证据知识与受控更新。

Chapters

• Chapter 14: Agent State, Working Memory, and Context Management — 31 pages, owner D
• Chapter 15: Long-Term Memory and Personalization — 30 pages, owner D
• Chapter 16: Retrieval-Augmented and Knowledge-Driven Agents — 36 pages, owner D
• Chapter 17: Reflection, Self-Correction, and Continuous Adaptation — 28 pages, owner D

Part-level delivery

The part lead coordinates the overview, capability map, input/output contracts, and a part-level exercise. Adjacent chapters are assigned as continuous blocks; each handoff includes one interface and terminology record.