Скачать или смотреть PyMuPDF4LLM Tutorial: Building a Multimodal LLM Application with PDF Data

#learnpython #programming #llm #rag

Discover how to extract text, images, and metadata from PDFs using PyMuPDF4LLM, a powerful library specifically designed for LLM and retrieval-augmented generation (RAG) applications. This step-by-step tutorial covers advanced techniques for processing PDFs and creating enriched data for AI applications.

💡 This tutorial is ideal for developers working with AI, LLMs, or dynamic PDF processing who want to prepare enriched data for retrieval-augmented generation.

📌 Chapters:
0:00 Introduction to PyMuPDF4LLM
0:14 Installation and Text Extraction to Markdown Format
0:58 Chunking Text with Metadata for RAG Applications
2:00 Extracting and Saving Images
3:30 Embedding Images into Markdown Files
4:30 Extracting Words and Enriching Metadata

🔗 Helpful Resources:
• PyMuPDF Documentation: https://pymupdf.readthedocs.io/en/lat...
• Code Examples: https://github.com/pymupdf/PyMuPDF-Ut...
• Blog Tutorial: https://artifex.com/blog/building-a-m...


#pymupdf4llm #dataprocessing #pythontips #pdfprocessing #multimodal #aiapplications