Advanced Retrieval-Augmented Generation by Wendy Ran Wei (.ePUB)+
File Size: 23 MB
Advanced Retrieval-Augmented Generation: Bridging Large Language Models and Knowledge Graphs by Wendy Ran Wei, Huijun Wu
Requirements: .PDF/.ePUB reader, 23 mb
Overview: Build Accurate, Grounded, and Trustworthy AI Systems with Retrieval-Augmented Generation
Large language models are powerful―but they hallucinate. Advanced Retrieval-Augmented Generation offers a complete guide from the foundations of information retrieval (IR) to the cutting-edge frontiers of RAG. Bridging large language models (LLMs) and knowledge graphs (KGs), this book provides the theoretical principles, practical techniques, and hands-on frameworks needed to build reliable AI systems that minimize hallucinations and improve factual correctness. The book covers core concepts of Graph-RAG with applications across search, recommendation, and enterprise AI. Practical chapters demonstrate implementations using LlamaIndex, Neo4j, and leading Graph-RAG frameworks.
Genre: Non-Fiction > Tech & Devices
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