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Update app.py
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app.py
CHANGED
@@ -45,7 +45,7 @@ def find_similar_texts(model_name, input_text):
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text_embeddings['euclidean_distance'] = distances
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sorted_embeddings = text_embeddings.sort_values(by='euclidean_distance', ascending=True)
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top_five = sorted_embeddings.head(5)[['abstract', 'patent no', 'title']]
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-
formatted_output = '\n\n'.join([f"Patent No: {row['patent no']}\n
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return formatted_output
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else:
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return "It seems there is no patent abstract close to your description."
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text_embeddings['euclidean_distance'] = distances
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sorted_embeddings = text_embeddings.sort_values(by='euclidean_distance', ascending=True)
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top_five = sorted_embeddings.head(5)[['abstract', 'patent no', 'title']]
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+
formatted_output = '\n\n'.join([f"Patent No: {row['patent no']}\n {row['title']}\n {row['abstract']}\n" for index, row in top_five.iterrows()])
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return formatted_output
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else:
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return "It seems there is no patent abstract close to your description."
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