OpenSPG provides a semantic-enhanced programmable graph framework for constructing industrial-scale knowledge graphs. It supports domain-model-constrained knowledge modeling and fused representation of facts and logic. The system natively supports knowledge-augmented generation, enabling bidirectional enhancement between large language models and knowledge graphs for improved reasoning and retrieval capabilities.