Update app.py

app.py

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