Building Knowledge Graphs with Rebel: Step By Step Guide for Extracting Entities & Enriching Info

Qrious Kamal
Jun 23, 2023

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Inspired by below blog by Fabio

https://medium.com/nlplanet/building-a-knowledge-base-from-texts-a-full-practical-example-8dbbffb912fa

How to create Knowledge Graphs from plain texts that we find all over the web, and extensively in our work. We can use the LLMs for creating the entity relationship from the plain text, and then use Neo4j like graph Database to store the graphs

This video discusses on the KG creation process using Bablescape/ Rebel model. Following that it dives into extraction of entities and their relationships. Finally build the knowledge graph by manually typing the cypher query into the Neo4j Sandbox database.

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Qrious Kamal

Name says it. Ever qrious and searching for getting thing done in the easiest possible route. And then document the challenges.