Upload 2 files

app.py

@@ -0,0 +1,17 @@
+import streamlit as st
+from transformers import pipeline
+
+classifier = pipeline("sentiment-analysis", model="Donlapark/finetuned_yelp")
+def main():
+    st.title("Yelp review")
+
+    with st.form("text_field"):
+        text = st.text_area('enter some text:')
+        # clicked==True only when the button is clicked
+        clicked = st.form_submit_button("Submit text")
+        if clicked:
+          results = classifier([text])
+          st.json(results)
+
+if __name__ == "__main__":
+    main()

requirements.txt

@@ -0,0 +1,3 @@
+torch
+transformers
+altair<5