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Last month I built an internal tool that uses LLMs to map vehicle specifications to parts catalogue codes. It takes a vehicle registration, runs it through a few layers of logic, and works out which variant of a brake pad or oil filter fits. Our automotive domain expert does this manually - it’s the gold standard that we hold the automation that we build to. But, I was curious if an LLM could…
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