From the Packt Bookshelf: Generative AI with LangChain, Second Edition by Ben Auffarth and Leonid Kuligin

Expert Insight

In their book Building AI Agents with LLMs, RAG, and Knowledge Graphs, Salvatore Raieli and Gabriele Iuculano argue that advanced RAG techniques can strengthen every stage of the pipeline — from data ingestion and indexing to retrieval and generation. This not only addresses many of the shortcomings of naïve RAG but also gives practitioner…