AI Agent Memory Systems (Paperback)
Language: English
Published by Independently Published, 2026
- Softcover
- New
Seller: CitiRetail, Stevenage, United KingdomCitiRetail
AbeBooks seller since June 29, 2022
Condition: New
£ 15.99
Quantity: 1 available
Add to basketItem description from seller
Paperback. AI Agent Memory Systems is a guide to designing what an agent remembers, for how long, and how it finds what it remembers when it needs it. Memory is the subsystem that lets an agent's behavior improve across interactions rather than starting fresh every time - and it is also where privacy risk, staleness, and quiet corruption most often accumulate. Eleven chapters cover the full memory stack: - Memory as an agent subsystem: distinct memory roles, state boundaries, lifecycle, and architectural privacy- Short-term context management: working context, turn history, context budgets, recency weighting- Long-term memory architecture: persistent stores, episodic memory, semantic memory, profiles- Retrieval for agent memory: embedding search, metadata filters, ranking, freshness- Summarization and compression: memory summaries, fact extraction, context compression, loss control- Memory write policies: salience, deduplication, confidence, retention- Memory consistency and updating: conflict resolution, staleness, revision, deletion- Privacy and access control: sensitive data classification, permissions, retention limits, auditability- Memory evaluation: retrieval quality, factual persistence, contamination testing, behavior impact- Production memory operations: monitoring, migration, backups, continuous tuning- Cross-session personalization: preference modeling, cold start, cross-device continuity, personalization boundaries Every section pairs the concept with the trade-off that makes it a real engineering decision, the pitfall teams most often hit, and practical checks. Each chapter closes with a worked scenario. Four appendices cover architectural comparisons, a memory maturity model, a failure-mode reference organized by symptom, and common questions. Written for engineers building AI agents, copilots, and any system where persistent memory shapes user-facing behavior. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. …
Seller Inventory # 9798175809849
- Title
- AI Agent Memory Systems (Paperback)
- Author
- Yousf Alrukh
- Publisher
- Independently Published
- Publication year
- 2026
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 13
- 9798175809849
Eleven chapters cover the full memory stack:
• Memory as an agent subsystem: distinct memory roles, state boundaries, lifecycle, and architectural privacy
• Short-term context management: working context, turn history, context budgets, recency weighting
• Long-term memory architecture: persistent stores, episodic memory, semantic memory, profiles
• Retrieval for agent memory: embedding search, metadata filters, ranking, freshness
• Summarization and compression: memory summaries, fact extraction, context compression, loss control
• Memory write policies: salience, deduplication, confidence, retention
• Memory consistency and updating: conflict resolution, staleness, revision, deletion
• Privacy and access control: sensitive data classification, permissions, retention limits, auditability
• Memory evaluation: retrieval quality, factual persistence, contamination testing, behavior impact
• Production memory operations: monitoring, migration, backups, continuous tuning
• Cross-session personalization: preference modeling, cold start, cross-device continuity, personalization boundaries
Every section pairs the concept with the trade-off that makes it a real engineering decision, the pitfall teams most often hit, and practical checks. Each chapter closes with a worked scenario.
Four appendices cover architectural comparisons, a memory maturity model, a failure-mode reference organized by symptom, and common questions.
Written for engineers building AI agents, copilots, and any system where persistent memory shapes user-facing behavior.
"Synopsis" may belong to another edition of this title.
CitiRetail
Stevenage, United Kingdom
AbeBooks seller since June 29, 2022
Shipping rates from United Kingdom to U.S.A.
| Item | 7 to 14 business days | 7 to 60 business days |
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| First item | £ 37.00 | £ 37.00 |
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