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Knowledge Graphs and LLMs in Action: Build AI systems using connected data

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Livraison entre le Jeudi 17 septembre 2026 et le Vendredi 18 septembre 2026

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Marque : GENERIC
Vendu par KECHBOOK

Combine knowledge graphs with large language models to deliver powerful, reliable, and explainable AI solutions.Knowledge graphs model relationships between the objects, events, situations, and concepts in your domain so you can readily identify important patterns in your own data and make better decisions. Paired up with large language models, the...

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Description produit

Marque
GENERIC
Titre
Knowledge Graphs and LLMs in Action: Build AI systems using connected data
Éditeur
Manning
Type de produit
paperback
Présentation du livre
paperback
Date de sortie
11/18/2025 12:00:00 AM
Langue d'origine
English
ISBN
1633439895
Nombre de pages
472 pages
Langue
English
Résumé
Combine knowledge graphs with large language models to deliver powerful, reliable, and explainable AI solutions.Knowledge graphs model relationships between the objects, events, situations, and concepts in your domain so you can readily identify important patterns in your own data and make better decisions. Paired up with large language models, they promise huge potential for working with structured and unstructured enterprise data, building recommendation systems, developing fraud detection mechanisms, delivering customer service chatbots, or more. This book provides tools and techniques for efficiently organizing data, modeling a knowledge graph, and incorporating KGs into the functioning of LLMs—and vice versa. In Knowledge Graphs and LLMs in Action you will learn how to: • Model knowledge graphs with an iterative top-down approach based in business needs • Create a knowledge graph starting from ontologies, taxonomies, and structured data • Build knowledge graphs from unstructured data sources using LLMs • Use machine learning algorithms to complete your graphs and derive insights from it • Reason on the knowledge graph and build KG-powered RAG systems for LLMs In Knowledge Graphs and LLMs in Action, you’ll discover the theory of knowledge graphs then put them into practice with LLMs to build working intelligence systems. You’ll learn to create KGs from first principles, go hands-on to develop advisor applications for real-world domains like healthcare and finance, build retrieval augmented generation for LLMs, and more. About the technology Using knowledge graphs with LLMs reduces hallucinations, enables explainable outputs, and supports better reasoning. By naturally encoding the relationships in your data, knowledge graphs help create AI systems that are more reliable and accurate, even for models that have limited domain knowledge. About the book Knowledge Graphs and LLMs in Action shows you how to introduce knowledge graphs constructed from structured and un
Auteur
Alessandro Negro, Vlastimil Kus, Giuseppe Futia, Fabio Montagna
Date de parution
11/18/2025 12:00:00 AM