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Artículo: AMZ-B0GCP3QJKQ
KNOWLEDGE GRAPHS FOR AI SYSTEMS: Build Structured Intelligence for Search, Reasoning, and Large Language Models. (Agentic AI & Knowledge Graphs Book 1)
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Kindle
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0.84 kg
0.84 kg
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Amazon
Amazon
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USA
USA
Sobre este producto
- Modern AI systems struggle without structure. Knowledge Graphs for AI Systems is a practical guide to designing and implementing knowledge graphs as a foundation for smarter search, stronger reasoning, and more reliable large language model (LLM) applications.Rather than treating knowledge graphs as abstract theory, this book shows how they function as core infrastructure for modern AI—connecting data, meaning, and logic in ways that purely statistical models cannot.You’ll learn how to use knowledge graphs to ground AI systems in explicit relationships, improve explainability, and enable multi-step reasoning across complex domains.What You’ll Learn✔ What knowledge graphs are and why they matter for AI systems ✔ Modeling entities, relationships, and ontologies effectively ✔ Designing graph schemas for real-world data and use cases ✔ Integrating knowledge graphs with search and retrieval systems ✔ Using graphs to improve reasoning and decision-making ✔ Combining knowledge graphs with LLMs for grounded responses ✔ Powering RAG, question answering, and semantic search ✔ Managing updates, consistency, and scalability in production ✔ Applying structured intelligence to real AI applicationsWho This Book Is ForAI and machine learning engineersData engineers and architectsDevelopers building LLM-powered applicationsTeams working on search, recommendation, or reasoning systemsAnyone who wants explainable, structured AIWhy This Book WorksMany AI systems fail not because models are weak—but because knowledge is unstructured. This book shows how knowledge graphs provide the missing layer that connects data, logic, and learning.The focus is on practical design patterns, not academic formalism. You’ll learn when to use knowledge graphs, how to integrate them with modern AI pipelines, and how to avoid common pitfalls that lead to brittle or unmaintainable systems.By the end of this book, you’ll be able to design AI systems that understand relationships, reason over facts, and produce more accurate, explainable results—even when paired with large language models.If you’re building AI systems that require trust, reasoning, and structured intelligence, Knowledge Graphs for AI Systems is your definitive guide.
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