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Agentic Graphrag: Integrating Knowledge Graphs, Reasoning, and Agency for Enterprise AI
Paperback
Publisher Price: $79.99
Publisher: O'Reilly Media
Published: Sep 29 2026
Pages: 386
Weight: 1.36
Height: 0.80 Width: 7.00 Depth: 9.19
Language: English
What if your AI systems could retrieve information, reason over complex knowledge, plan actions, and continuously learn--all while maintaining enterprise-grade security and compliance? Agentic Graph RAG guides technical leaders, engineers, and architects through the next evolution of generative AI. Combining retrieval-augmented generation (RAG) with graph-based reasoning and agentic capabilities, this guide provides a practical blueprint for building scalable, auditable, and intelligent AI systems.
Written by Anthony Alcaraz and Sam Julien, this book demystifies knowledge graphs, graph memory, neural-symbolic reasoning, and agent orchestration through real-world case studies, hands-on design patterns, and production-ready architectures. Readers will learn how to construct graph-native retrieval systems, integrate advanced reasoning into agent workflows, and address enterprise challenges around governance, scalability, and transparency.
- Design graph-augmented architectures that surpass traditional RAG
- Implement agents with dynamic memory, planning, and decision-making capabilities
- Integrate knowledge graphs with large language models for robust, explainable AI
- Deploy scalable, governable multiagent systems ready for production environments
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