Relationship Extraction with Spacy-llm and Neo4j

Project Description

Project to showcase space and spacy-llm entity and relationship extraction, as well as neo4j for graphDB.

Project Structure

• data/: Contains all the data files
  • raw/: Original, immutable data
  • processed/: Sampled data
  • output/: Data with entities and relationships information
• src/: Source code for use in this project
• scripts/: Scripts for downloading spacy core models

Setup

1. Clone this repository
2. Install requirements: pip install -r requirements.txt
3. Download spacy core models: python scripts/setup.py
4. Download and sample the dataset: python src/dataset.py
5. Run entity and relationship extraction: python src/entity_extraction.py
6. Load data into neo4j: python src/neo4j_operations.py