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app.py
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import gradio as gr
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from transformers import pipeline
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def run_ner_placeholder(text: str, language: str):
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def run_ner(text: str, language: str):
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token_classifier.model.set_default_language(language)
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return output
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def visualize_ner(text: str, language: str):
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labels =
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return {
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"entities": labels,
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"text": text,
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import gradio as gr
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from transformers import pipeline
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token_classifier = pipeline(
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model="ZurichNLP/swissbert-ner",
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aggregation_strategy="simple",
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)
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# def run_ner_placeholder(text: str, language: str):
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# assert language in {"de_CH", "fr_CH", "it_CH", "rm_CH"}, f"Language {language} not supported"
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# # Placeholder
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# assert text == "Mein Name sei Gantenbein."
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# return [{'entity_group': 'PER',
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# 'score': 0.50026333,
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# 'word': 'Gantenbein',
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# 'start': 13,
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# 'end': 24}
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# ]
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def run_ner(text: str, language: str):
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token_classifier.model.set_default_language(language)
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return output
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def visualize_ner(text: str, language: str):
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labels = run_ner(text, language)
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return {
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"entities": labels,
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"text": text,
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