adityaarun1 / skg

Implementation of Trey Grainger's Semantic Knowledge Graph in Elasticsearch 6.8

Semantic Knowledge Graph

Implementation of Trey Grainger's Semantic Knowledge Graph in Elasticsearch 6.8

Data preperation

Run the following command to fetch the relevant data.

sh ./download_data.sh

This downloads scifi stackexchange forum data.

Data ingestion

Run the following command to ingest the data in ElasticSearch (you must have elasticsearch instance running in the background)

python ingest_xml.py

Usage

python skg.py "<entity1>" "<entity2>" <depth>

Reference

1. The Semantic Knowledge Graph: A compact, auto-generated model for real-time traversal and ranking of any relationship within a domain [arxiv link]
2. Natural Language Search with Knowledge Graphs - Trey Grainger, Lucidworks [youtube video]