yifanfeng97

Hyper-Extract: LLM-powered extraction of graphs, hypergraphs, and spatio-temporal structures from text

Hyper-Extract is a Python library that uses LLMs to transform unstructured text into structured knowledge representations including graphs, hypergraphs, and spatio-temporal extractions via a single command interface. The project is trending on GitHub with 1,723 stars and 124 new stars today. It targets a practical gap in the LLM tooling ecosystem for structured knowledge extraction beyond simple key-value or flat-schema outputs.