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Building Data-Driven Applications with LlamaIndex
book

Building Data-Driven Applications with LlamaIndex

by Andrei Gheorghiu
May 2024
Intermediate to advanced content levelIntermediate to advanced
368 pages
10h 7m
English
Packt Publishing
Content preview from Building Data-Driven Applications with LlamaIndex

1

Understanding Large Language Models

If you are reading this book, you have probably explored the realm of large language models (LLMs) and already recognize their potential applications as well as their pitfalls. This book aims to address the challenges LLMs face and provides a practical guide to building data-driven LLM applications with LlamaIndex, taking developers from foundational concepts to advanced techniques for implementing retrieval-augmented generation (RAG) to create high-performance interactive artificial intelligence (AI) systems augmented by external data.

This chapter introduces generative AI (GenAI) and LLMs. It explains how LLMs generate human-like text after training on massive datasets. We’ll also overview LLM capabilities, ...

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Publisher Resources

ISBN: 9781835089507Supplemental Content