GraphAcademy
Course

Entity Communication Networks

24 lessons across 2 modules
Intermediate
About this course

In this course, you will learn

  • PDF extraction

  • Document parsing

  • LLM parsing

  • Hybrid pipelines

  • Neo4j import

Course content

2 modules, 24 lessons.

  1. 10 lessons
    1. One Size Doesn’t Fit All
    2. Course Overview
    3. What You Can Build
    4. Extraction Approaches
    5. The Enron Dataset
    6. Extracting with PyMuPDF
    7. Extracting with OCR
    8. Combined extraction packages
    9. Extracting with a vision model
    10. Run the pipeline
  2. 14 lessons
    1. What’s in your documents?
    2. Types of Graph
    3. Parsing Approaches
    4. Layout-aware extraction
    5. Parsing libraries
    6. Rule-based parsing
    7. Building templates
    8. ML-based parsing
    9. Parsing with an LLM
    10. The hybrid pipeline
    11. Normalize your data
    12. Import to Neo4j
    13. Investigate your graph
    14. Prompt pack