Knowledge Graphs for LLMs: Harnessing Structured Intelligence for Smarter AI Systems: Graph Construction, Retrieval-Augmented Generation, and Semantic
Language: English
Published by Independently published, 2025
Series: Book 2 of 4 - AI Projects and Workflow Systems Series
- Softcover
- Used
Seller: GreatBookPricesUK, Woodford Green, United KingdomGreatBookPricesUK
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- Title
- Knowledge Graphs for LLMs: Harnessing Structured Intelligence for Smarter AI Systems: Graph Construction, Retrieval-Augmented Generation, and Semantic
- Author
- Miller, Zhao
- Publisher
- Independently published
- Publication year
- 2025
- Condition
- As New
- Binding
- Soft cover
- Language
- English
- ISBN 13
- 9798264455261
- Series
- Book 2 of 4: AI Projects and Workflow Systems Series
What’s inside
- Fundamentals of graph modeling, schema & ontology design, and graph theory essentials.
- Practical pipelines for extracting structured facts from unstructured text using NLP and embeddings.
- Integration patterns for Neo4j/RDF/graph stores, vector databases, and RAG architectures.
- Querying and analytics: SPARQL, Cypher, and hybrid retrieval approaches.
- Performance optimization, versioning, governance, and visualization techniques.
- Domain case studies (healthcare, finance, enterprise search) demonstrating measurable ROI.
knowledge graphs, graph databases, ontology design, entity extraction, SPARQL, Cypher, RAG, embeddings, semantic search, graph-augmented LLMs, information retrieval, data governance.
Who should read this
Data engineers, knowledge engineers, ML/AI practitioners, and technical product managers tasked with building authoritative retrieval systems or explainable AI features. A working knowledge of databases and basic NLP is helpful.
Deliverables & format
- Reproducible projects that convert raw text into production-ready graph assets.
- Query recipes, integration blueprints, and operational guidelines for graph maintenance and scaling.
"Synopsis" may belong to another edition of this title.
GreatBookPricesUK
Woodford Green, United Kingdom
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