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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.

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Product type Video
Published in Sep 2024
Publisher Packt
ISBN-13 9781836642930
Length 3hrs 1min
Edition 1st Edition
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Toc

Table of Contents (8) Chapters Close

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
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Preprocessing Unstructured Data for LLMs and RAG Systems [Video]
Published in: Sep 2024
Publisher: Packt
ISBN-13: 9781836642930
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