Text to Knowledge Graph Made Easy with Graph Maker

An open-source library for building knowledge graphs from text corpus using open-source LLMs like Llama 3 and Mixtral.

Image generated by the Author using Adobe Photoshop

In this article, I will share a Python library — the Graph Maker — that can create a Knowledge Graph from a corpus of text as per a given Ontology. The Graph Maker uses open-source LLMs like Llama3, Mistral, Mixtral or Gemma to extract the KG.

We will go through the basics of ‘Why’ …

hands-on-tutorials knowledge graph llama 3 llm mixtral