Create app.py

app.py

@@ -0,0 +1,20 @@
+import streamlit as st
+from transformers import pipeline
+
+st.title('Sentiment Analysis using Transformers pipeline function')
+
+# steamlit form
+form = st.form(key='sentiment-form')
+user_input = form.text_area(label = 'Enter your text', value = "I love steamlit and hugging face!")
+submit = form.form_submit_button('Submit')
+
+if submit:
+    classifier = pipeline("sentiment-analysis") #using the pipeline() function
+    result = classifier(user_input)[0]
+    label = result['label']
+    score = result['score']
+
+    if label == 'POSITIVE':
+        st.success(f'{label} sentiment (score: {score})')
+    else:
+        st.error(f'{label} sentiment (score: {score})')