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Knowledge Graphs Meet LLMs: Transforming Data into Smart Insights

by Bernie, Bernand

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Description

In today's data-driven world, traditional AI approaches often struggle with complexity and scale. Knowledge graphs (KGs) and large language models (LLMs) are revolutionizing how we structure, connect, and reason over data. By combining KGs' structured knowledge with LLMs' linguistic prowess, we unlock deep insights, enhanced reasoning, and semantic understanding. From powering healthcare diagnostics to driving breakthroughs in materials science and finance, this synergy is the foundation of next-generation intelligent systems.
What's Inside
  • Step-by-step tutorials for building KGs using LLMs, with Python code examples leveraging real-world datasets.
  • Clear explanations of core concepts, including entities, relationships, graph reasoning, and LLM architectures.
  • Practical guides on integrating KGs with LLMs for tasks like question answering, search, and recommendation systems.
  • Comprehensive coverage of tools like Neo4j, LangChain, Hugging Face Transformers, RDF, and SPARQL, with hands-on examples.
  • Case studies from leading industries, showcasing breakthroughs in healthcare diagnostics, material discovery, and financial analysis.
  • Exercises on KG construction, querying, and advanced reasoning to solidify your skills.
  • Insights into future trends, such as autonomous knowledge agents and ethical AI practices.
Is this too complex?
This book is crafted for all levels, from beginners to experts, with clear explanations and guided exercises to ensure you grasp every concept, no matter your background.
No time to learn?
Modular chapters let you explore topics at your own pace, making progress manageable and flexible.
Why is this essential?
In today's AI-driven world, mastering KG-LLM integration is critical for building smarter, future-ready systems that stay ahead in research and industry.
Ready to unlock the power of structured intelligence?
Get your copy of Knowledge Graphs Meet LLMs: Transforming Data into Smart Insights by Bernand Bernie today and start building AI systems that redefine what's possible.

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Product Details

  • Jul 11, 2025 Pub Date:
  • 9798292093541 ISBN-10:
  • 9798292093541 ISBN-13:
  • English Language