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Create app.py
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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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classifier = pipeline("zero-shot-classification", model="typeform/distilbert-base-uncased-mnli")
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def classify_email(text):
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labels = ["встреча", "отказ", "уточнение"]
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result = classifier(text, candidate_labels=labels)
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label = result["labels"][0]
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if label == "встреча":
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return "1"
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elif label == "отказ":
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return "2"
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elif label == "уточнение":
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return "3"
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else:
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return "?"
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iface = gr.Interface(fn=classify_email, inputs="text", outputs="text", title="Email Classifier")
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iface.launch()
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