Spaces:
Sleeping
Sleeping
Commit
·
95ef49a
1
Parent(s):
6bd2158
Create main.py
Browse files
main.py
ADDED
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
from transformers import pipeline
|
3 |
+
|
4 |
+
# Title of the app
|
5 |
+
st.title("DDS Sentiment Analysis with Transformers")
|
6 |
+
|
7 |
+
# Sentiment analysis pipeline
|
8 |
+
sentiment_pipeline = pipeline("sentiment-analysis")
|
9 |
+
|
10 |
+
# User input text area
|
11 |
+
user_input = st.text_area("Enter Text", "Type your text here...")
|
12 |
+
|
13 |
+
# Analyze button
|
14 |
+
if st.button("Analyze"):
|
15 |
+
# Perform sentiment analysis
|
16 |
+
result = sentiment_pipeline(user_input)
|
17 |
+
# Display results
|
18 |
+
st.write("Sentiment:", result[0]['label'])
|
19 |
+
st.write("Confidence:", result[0]['score'])
|