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Preprocessing Unstructured Data for LLMs and RAG Systems

You're reading from Preprocessing Unstructured Data for LLMs and RAG Systems Unlock the Power of Unstructured Data for LLMs and Retrieval-Augmented Generation Systems.

Product type Video

Published in Sep 2024

Publisher Packt

ISBN-13 9781836642930

Length 3hrs 1min

Edition 1st Edition

Concepts

Data Processing

Table of Contents (8) Chapters

1. Introduction

2. Development Environment Setup FREE CHAPTER

3. Data Preprocessing for LLMs - Deep Dive

4. Hands-on: The Unstructured Framework - Preprocessing HTML, PDFs & PPTX Documents

5. Chunking and Metadata Extraction

6. Preprocessing Complex Documents - PDFs and Images

7. Build a RAG System Using Learned Techniques - Full Use Case

8. Wrap up

What's Next

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