AsiaInfo Technology: New Tech Exploration

Sep 11, 2026 · Operations

Lightweight Ontology Practice: Building AI Agents for Big Data Platform Operations

This article presents a lightweight ontology-based approach for building AI agents that enable natural language-driven fault diagnosis, root cause analysis, and metric querying in big data platforms, detailing six core skills, a Hive case study, and comparisons with RAG, graph databases, and SQL agents.