Publisher's Synopsis
Graph RAG for AI: The Essential Blueprint for Smarter Retrieval, Reasoning & Knowledge Graphs is your definitive guide to unlocking the future of AI retrieval and contextual understanding. This comprehensive resource is designed for AI engineers, data scientists, and technology leaders eager to harness the power of multimodal retrieval augmented generation and build smarter, more scalable systems.
In this book, you will explore the full spectrum of techniques that drive next-generation AI. From the fundamentals of knowledge graph design and implementation to advanced strategies for integrating large language models with graph-based retrieval, every chapter is packed with clear explanations, real-world code examples, and actionable insights. Learn how to master graph retrieval-augmented generation pipelines, implement scalable LLM integration, and optimize performance with vector-based search and graph neural networks for AI.
You will discover practical methods for building AI assistants that leverage LangChain, LlamaIndex, and LangGraph to transform how search engines and information retrieval work in practice. The book covers cutting-edge topics such as LLM transformer RAG AI, neuro-symbolic reasoning, and the development of Crewai and LangGraph AI Agents. Whether you are interested in mastering knowledge graph basics, implementing graph-based systems, or developing smarter RAG pipelines for natural language processing (NLP) and deep learning, this book delivers the expertise needed to push the boundaries of current technology.
Drawing on personal insights and industry best practices, Graph RAG for AI provides a roadmap to build systems that are both context-aware and efficient. It offers a practical guide to everything from scalable LLM application development to innovative multimodal retrieval techniques, ensuring that you stay ahead in the rapidly evolving field of generative AI.
Embrace the evolution of AI contextual understanding and transform the way you develop and deploy intelligent systems with this essential blueprint.
