flow like the river
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BACK_BACK/OBSEI/analyzer/classification_analyzer.py
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BACK_BACK/OBSEI/analyzer/classification_analyzer.py
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from obsei.analyzer.classification_analyzer import ClassificationAnalyzerConfig, ZeroShotClassificationAnalyzer
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# initialize classification analyzer config
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# It can also detect sentiments if "positive" and "negative" labels are added.
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analyzer_config=ClassificationAnalyzerConfig(
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labels=["service", "delay", "performance"],
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)
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# initialize classification analyzer
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# For supported models refer https://huggingface.co/models?filter=zero-shot-classification
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text_analyzer = ZeroShotClassificationAnalyzer(
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model_name_or_path="typeform/mobilebert-uncased-mnli",
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device="auto"
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)
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