Researchers have developed Fragata, a new system designed to semantically search through two decades of high-performance computing (HPC) support tickets. This system utilizes a hybrid Retrieval-Augmented Generation (RAG) approach to overcome the limitations of traditional search engines, enabling more effective knowledge reuse for support staff. Fragata can identify relevant past incidents despite variations in language, typos, or specific phrasing, and has demonstrated significant qualitative improvements over existing search functionalities. AI
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IMPACT Enhances knowledge retrieval for technical support teams by enabling semantic search over extensive historical data.
RANK_REASON This is a research paper detailing a new system for semantic search of historical support tickets.