Graph Maker, an Open-Source Python Library, Turns Text Into Ontology-Driven Knowledge Graphs

Graph Maker, a lightweight open-source Python library, converts unstructured text into knowledge graphs by extracting entities and their relationships according to user-defined ontologies, offering a control-focused path toward graph-based retrieval for large language model applications. The tool, published under the pip package name knowledge-graph-maker, has drawn renewed attention in the developer community as a practical way to build structured graphs from documents without heavy infrastructure.