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Original rewrites on React, Node.js, TypeScript and AI — practical notes from the same engineering practice behind our operator software. Article bodies are in English.
Tagged: ontology
Ontology-Aware GraphRAG: When Vectors Need Typed Relationships
How identifier anchors, ontology contracts, rank fusion, and cite-or-reject gates fix RAG failures on CVEs, multi-hop ownership, and unspoken graph facts.
2819 wordsRead articleOntology-based context engineering when vector RAG is not enough
When meaning spans systems of record, embeddings alone miss joins. Ontology-based context engineering validates typed facts, provenance, and neighborhood tools for grounded LLM answers.
5586 wordsRead articleOntology-Driven Data Agents in Microsoft Fabric IQ: A Practical Guide
Learn how Microsoft Fabric IQ combines semantic models, ontologies, and MCP to move enterprise AI agents from data retrieval to governed business reasoning.
3638 wordsRead article
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