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GraphRAG: A Practical Guide to Augment RAG Retrieval and Generation with Knowledge Graphs
GraphRAG is a revolutionary framework that combines the power of knowledge graphs with retrieval-augmented generation. By leveraging structured information, GraphRAG models can generate more informative, accurate, and contextually relevant text.
This comprehensive guide provides a practical introduction to GraphRAG, covering everything from the fundamentals to advanced applications. You'll learn about the key components of GraphRAG, how to build and train models, and how to apply GraphRAG to real-world problems.
Key Features
Step-by-step Learn through practical examples and code snippets.Real-world Discover how GraphRAG is being used in various industries.Expert Benefit from the insights of leading experts in the field.Comprehensive Explore the full range of GraphRAG techniques and applications.This book is ideal
Data scientists and machine learning engineersNatural language processing researchersDevelopers working on AI-powered applicationsAnyone interested in the future of artificial intelligenceAs an expert in the field of natural language processing and knowledge graphs, CRAIG is uniquely qualified to guide you through the world of GraphRAG. With years of experience in research and development, the he will help you understand the complexities of GraphRAG and apply it to your own projects.
This comprehensive guide provides a practical introduction to GraphRAG, covering everything from the fundamentals to advanced applications. You'll learn about the key components of GraphRAG, how to build and train models, and how to apply GraphRAG to real-world problems.
Key Features
Step-by-step Learn through practical examples and code snippets.Real-world Discover how GraphRAG is being used in various industries.Expert Benefit from the insights of leading experts in the field.Comprehensive Explore the full range of GraphRAG techniques and applications.This book is ideal
Data scientists and machine learning engineersNatural language processing researchersDevelopers working on AI-powered applicationsAnyone interested in the future of artificial intelligenceAs an expert in the field of natural language processing and knowledge graphs, CRAIG is uniquely qualified to guide you through the world of GraphRAG. With years of experience in research and development, the he will help you understand the complexities of GraphRAG and apply it to your own projects.
Kindle Edition
Published October 18, 2024
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