Update app.py

app.py

@@ -7,11 +7,7 @@ from sklearn.metrics.pairwise import cosine_similarity
 
 model = SentenceTransformer('paraphrase-xlm-r-multilingual-v1')
 
-sentences = \
-    [
-     "I have a bigger house than you", 
-     "You have a bigger house than me"
-     ]
+sentences = []
      
 sentence_embeddings = model.encode(sentences)
 
@@ -25,9 +21,15 @@ print('Similarity between {} and {} is {}'.format(sentences[0],
        cosine_similarity(sentence_embeddings[0].reshape(1, -1),
        sentence_embeddings[1].reshape(1, -1))[0][0]))
        
-st.title("Similarity text")
+st.title("Sentence Similarity")
 
-st.write('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]))
+sentence_1 = st.text_input("Sentence 1 input")
+
+sentence_2 = st.text_input("Sentence 2 input")
+
+submit_button = st.button("submit")
+
+if st.button('submit'):
+       sentences.append(sentence_1)
+       sentences.append(sentence_2)
+       st.write(sentences)