Azterlan I Centro de investigación metalúrgica
Scientific paper

Supporting foundry workers with an AI-based multimodal system tunned using foundry knowledge

Currently, society is experiencing a new Artificial Intelligence revolution with the creation of Large Language Models (LLMs). However, these tools missed the specific and needed knowledge of a domain to be accurate. This paper presents a novel approach of using LLMs but including the knowledge generated by a research center. Hence, by providing access through a simple human interaction system, we present a possible ecosystem of models that combining textual and image knowledge will support day-by-day work. The system was tested and evaluated by foundry experts, assuring that this kind of tools could be a fundamental future consulting tool.

Authors:

Javier Nieves, Andrés Pérez.

Keywords:

Artificial Intelligence, LLM, RAG, foundry knowledge, Intelligent Systems.

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