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app.py
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!pip install -U spacy==3.0.0
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!pip install gradio
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import spacy
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import gradio as gr
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!python3 -m spacy download en_core_web_lg
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nlp = spacy.load("en_core_web_lg")
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def ner(text):
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doc = nlp(text)
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entities= []
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for entity in doc.ents:
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word = entity.text
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label = entity.label_
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entities.append((word,label))
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return entities
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examples = "Donald Trump is president of America"
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demo = gr.Interface(ner,
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gr.Textbox(placeholder="Enter sentence here..."),
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gr.HighlightedText())
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demo.launch(debug = True)
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