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By giving explicit instructions to the model to respond with “only the classification keyword from the list,” we're increasing the likelihood that the model’s output will be limited to one of the options you provided, without any added phrases or sentences.
Previously using a small local model, sometimes the model will response with "The broswer type is ...", this updated prompt performance much better.