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This specification defines an ontology-driven knowledge platform intended to support assurance, quality management, information management, asset management and digital thread traceability across regulated built environment and infrastructure projects.
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The Doc2KG Pipeline Is Now Functional
I’m pleased to share that the Doc2KG pipeline has reached its first functional milestone. The system can now convert structured documents from PDF into a Knowledge Graph, enabling semantic search, structured querying, and new ways to analyse complex documents.
Envisioning veribim-kg: The Knowledge Layer for Construction Compliance.
Veribim-kg is a conceptual blueprint for a fundamental shift. It envisions moving construction quality management from a document-chasing process to a insight-driven discipline by utilising today's Data Science and AI technology.
Building veribim-kg: Weaving IFC, Knowledge Graphs, and LLMs for Smarter Construction Compliance
Veribim-kg is currently a functional concept and a work-in-progress. It represents a compelling use case for a modern tech stack solving a deeply entrenched industrial problem. It leverages IFC.js for open standard data access, Neo4j for contextual intelligence, and LLMs for human-centric interaction.
Architecting veribim-kg: A Cloud-Native, Full-Stack Blueprint for Construction Compliance
This proposed architecture for veribim-kg provides a robust, scalable, and modular foundation. By leveraging a full-stack Node.js core with a Python-based AI service, we get the best of both worlds: the performance and ecosystem of Node.js for web services and data processing, and the power of Python's AI/ML stack.