SKU/Artículo: AMZ-B0DQKBSBX2

Building AI with GraphRAG: An Expert’s Guide to Knowledge-Driven Retrieval-Augmented Generation Systems

Format:

Kindle

Kindle

Paperback

Detalles del producto
Disponibilidad:
Fuera de stock
Peso con empaque:
0.15 kg
Devolución:
Condición
Nuevo
Producto de:
Amazon
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USA

Sobre este producto
  • In today’s AI landscape, retrieval-augmented generation (RAG) systems are transforming how we harness data for advanced applications. By combining the structured reasoning of knowledge graphs with the generative power of large language models, GraphRAG systems enable AI to provide accurate, context-aware, and explainable outputs. These systems are the backbone of cutting-edge solutions in healthcare, finance, education, and beyond, offering unparalleled capabilities in real-time reasoning and complex decision-making. With GraphRAG, AI becomes smarter, faster, and more reliable. What's InsideFoundations of GraphRAG: Learn the principles of retrieval-augmented generation and how it integrates with knowledge graphs.Hands-On Tutorials: Step-by-step guides for building and querying knowledge graphs, integrating with language models, and optimizing system performance.Advanced Techniques: Discover how to scale GraphRAG for large datasets, leverage graph neural networks for deeper insights, and build real-time dynamic systems.Practical Applications: Explore real-world use cases in industries like healthcare, finance, e-commerce, and education.Ethical AI: Learn how to ensure transparency, address bias, and create systems that are trustworthy and fair.Resources for Practice: Access sample code, datasets, and recommended tools to enhance your learning experience. Worried that GraphRAG is too advanced or niche for your current skills? Don’t be. This book is written with clear, accessible language and includes practical examples to guide you every step of the way. Whether you’re new to knowledge graphs or already experienced with generative models, the content is structured to ensure you gain confidence and mastery. With detailed explanations, no prior expertise is required—just a willingness to learn. Order your copy today and start building smarter, more impactful AI systems that redefine what’s possible.

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