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A technical walkthrough of implementing image recognition using LangChain and Large Language Models, comparing zero-shot and few-shot learning approaches for detecting electrical fuse states.

We compared Large Language Models against traditional machine learning for detecting electrical fuse states in images. Here is what we found about accuracy, cost, and when each approach makes sense.