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Building AI Agents with LLMs, RAG, and Knowledge Graphs
book

Building AI Agents with LLMs, RAG, and Knowledge Graphs

by Salvatore Raieli, Gabriele Iuculano
July 2025
Intermediate to advanced
566 pages
16h 27m
English
Packt Publishing
Content preview from Building AI Agents with LLMs, RAG, and Knowledge Graphs

Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

Symbols

ε-greedy method 264

A

abstractive question-answering 129

action 114, 115

action agents 115

activity diagram 423

actor-critic algorithm 285, 286

actor-critic architecture 285

adapters 76, 77

adaptive retrieval 186

advanced RAG pipeline 172

context enrichment 176

generalization 187, 188

hierarchical indexing 172-174

hybrid search 178

Hypothetical Document Embeddings (HyDE) 175

hypothetical questions 174, 175

implementing 193-197

keyword-based search 178

query routing 179, 180

query transformation 177, 178

reranking 180-183

response optimization 185

Advantage Actor-Critic (A2C) ...

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Publisher Resources

ISBN: 9781835087060Supplemental Content