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418bd7c
1
Parent(s):
88993fe
Update app.py
Browse files
app.py
CHANGED
@@ -9,20 +9,12 @@ model = SentenceTransformer('paraphrase-xlm-r-multilingual-v1')
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sentences = []
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for sentence, embedding in zip(sentences, sentence_embeddings):
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print("Sentence:", sentence)
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print("Embedding:", embedding)
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print("")
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print('Similarity between {} and {} is {}'.format(sentences[0],
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sentences[1],
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cosine_similarity(sentence_embeddings[0].reshape(1, -1),
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sentence_embeddings[1].reshape(1, -1))[0][0]))
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st.title("Sentence Similarity")
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sentence_1 = st.text_input("Sentence 1 input")
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sentence_2 = st.text_input("Sentence 2 input")
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@@ -30,6 +22,11 @@ sentence_2 = st.text_input("Sentence 2 input")
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submit_button = st.button("submit")
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if st.button('submit'):
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sentences.append(sentence_1)
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sentences.append(sentence_2)
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st.write(sentences)
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sentences = []
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# Streamlit interface
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st.title("Sentence Similarity")
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# Streamlit webpage elements
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sentence_1 = st.text_input("Sentence 1 input")
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sentence_2 = st.text_input("Sentence 2 input")
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submit_button = st.button("submit")
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if st.button('submit'):
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# Perform calculations
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sentence_embeddings = model.encode(sentences)
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sentences.append(sentence_1)
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sentences.append(sentence_2)
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st.write(sentences)
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