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15e7e9a
1
Parent(s):
56c44d6
Update app.py
Browse files
app.py
CHANGED
@@ -40,24 +40,24 @@ if sidebar_selectbox == "Compare two sentences":
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submit_button_compare = st.form_submit_button("Compare Sentences")
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# If submit_button_compare clicked
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if submit_button_compare:
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# Perform calculations
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# Append input sentences to 'sentences' list
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sentences.append(sentence_1)
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sentences.append(sentence_2)
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# Create embeddings for both sentences
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sentence_embeddings = model.encode(sentences)
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submit_button_compare = st.form_submit_button("Compare Sentences")
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# If submit_button_compare clicked
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if submit_button_compare:
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# Perform calculations
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# Append input sentences to 'sentences' list
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sentences.append(sentence_1)
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sentences.append(sentence_2)
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# Create embeddings for both sentences
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sentence_embeddings = model.encode(sentences)
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cos_sim = cosine_similarity(sentence_embeddings[0].reshape(1, -1), sentence_embeddings[1].reshape(1, -1))[0][0]
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cos_sim = round(cos_sim * 100) # Convert to percentage and round-off
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st.write('Similarity between {} and {} is {}%'.format(sentence_1,
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sentence_2, cos_sim))
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