{"product_id":"memory-for-ai-agents-strategies-for-persistent-context-retrieval-augmented-generation-and-knowledge-retention-9798286119523","title":"Memory for AI Agents: Strategies for Persistent Context, Retrieval-Augmented Generation, and Knowledge Retention","description":"\u003cp\u003e • Author(s): James Acklin\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003e\u003ci\u003eMemory for AI Agents: Strategies for Persistent Context, Retrieval-Augmented Generation, and Knowledge Retention\u003c\/i\u003e\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eAs AI agents become increasingly central to how we work, communicate, and automate, memory is no longer optional-it's foundational. This book provides a comprehensive, practical, and systems-level guide to building robust memory architectures that enable agents to retain, retrieve, and reason over long-term information across sessions, contexts, and modalities.\u003c\/p\u003e\u003cp\u003eWhether you're designing conversational agents, autonomous workflows, or enterprise copilots, you'll learn how to integrate vector stores, embedding models, temporal indexing, and role-specific memories in production-ready ways. From the fundamentals of what to store and why, to advanced strategies like memory pruning, meta-memory, and edge deployment, every chapter is built to help you create smarter, context-aware agents that truly learn from the past.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eInside, you'll master: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eArchitecting memory pipelines for Retrieval-Augmented Generation (RAG)\u003c\/li\u003e\n\u003cli\u003eUsing vector databases like Chroma, Weaviate, and Qdrant for fast, scalable memory access\u003c\/li\u003e\n\u003cli\u003eImplementing self-reflection and meta-memory to boost agent reliability and reasoning\u003c\/li\u003e\n\u003cli\u003eEnsuring privacy, compliance, and ethical handling of stored data\u003c\/li\u003e\n\u003cli\u003eDesigning cross-device, session-persistent memory systems that feel human-like\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're an AI engineer, backend developer, researcher, or product architect, this book delivers the practical strategies and technical depth you need to bridge the gap between stateless interactions and lifelong learning.\u003c\/p\u003eStart building agents that remember. Own the infrastructure behind truly intelligent AI.\u003cb\u003e Get your copy of \u003c\/b\u003e\u003cb\u003e\u003ci\u003eMemory for AI Agents\u003c\/i\u003e\u003c\/b\u003e\u003cb\u003e and future-proof your AI systems today.\u003c\/b\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":46863261630615,"sku":"9798286119523","price":1707.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798286119523.webp?v=1769969573","url":"https:\/\/atlanticbooks.com\/products\/memory-for-ai-agents-strategies-for-persistent-context-retrieval-augmented-generation-and-knowledge-retention-9798286119523","provider":"Atlantic Books","version":"1.0","type":"link"}