Update app.py

app.py

@@ -13,13 +13,15 @@ sentences = []
       
 st.title("Sentence Similarity")
 
-# Streamlit webpage elements
+# Streamlit form elements
 
-sentence_1 = st.text_input("Sentence 1 input")
+with st.form("submission_form", clear_on_submit=False):
 
-sentence_2 = st.text_input("Sentence 2 input")
-
-submit_button = st.button("submit")
+       sentence_1 = st.text_input("Sentence 1 input")
+       
+       sentence_2 = st.text_input("Sentence 2 input")
+       
+       submit_button = st.form_submit_button("Compare Sentences")
 
 if submit_button:
 
@@ -33,7 +35,7 @@ if submit_button:
        sentence_embeddings = model.encode(sentences)
       
               
-       st.write('Similarity between *{}* and *{}* is *{}%*'.format(sentence_1,
+       st.write('Similarity between {} and {} is {}%'.format(sentence_1,
               sentence_2,
               cosine_similarity(sentence_embeddings[0].reshape(1, -1),
               sentence_embeddings[1].reshape(1, -1))[0][0]) * 100)