Free PDF/Technical Deep Dives
Memory Systems for Agents
Remembering Across Sessions Without Inventing the User
A book by Alpesh Nakrani
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- Pages
- 170
- Chapters
- 15
- Format
- PDF · 27.9 MB
01/Overview
What's in the book
An agent that forgets is useless; one that misremembers is dangerous. Designing memory that is honest about what it knows.
02/Inside the PDF
Table of contents
PDF page- FMFront Matter: Memory Systems for Agents—
- INTIntroduction: The Agent That Knew Too Much, Too Soon18
- 01The 7 a. m. Memory25
- 02A Memory Is a Claim with a Source: A Working Taxonomy34
- 03The Agent's Read/Write Loop45
- 04The Write Gate: Deciding What Deserves to Persist54
- 05Recall Is Not Retrieval63
- 06Reflection, Consolidation, and the Summaries That Lie71
- 07Procedural Memory and Skill Libraries80
- 08Long-Horizon Task Memory90
- 09Shared and Private Memory in Multi-Agent Systems98
- 10Forgetting, Decay, and Conflict Resolution106
- 11Privacy, Consent, Deletion, and Governance114
- 12Memory Poisoning and Security123
- 13Does the Agent Actually Improve? Evaluating Memory132
- 14Operating Memory in Production141
- 15Use Case Playbooks150
- AAppendix A: Back Matter159
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