Spaces:
Sleeping
Sleeping
Commit
·
732315d
1
Parent(s):
c6c30a9
Update app.py
Browse files
app.py
CHANGED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from transformers import pipeline
|
| 3 |
+
|
| 4 |
+
# Load sentiment analysis pipeline
|
| 5 |
+
classifier = pipeline("sentiment-analysis")
|
| 6 |
+
|
| 7 |
+
# Gradio interface function
|
| 8 |
+
def analyze_sentiment(text):
|
| 9 |
+
result = classifier(text)
|
| 10 |
+
sentiment_label = result[0]['label']
|
| 11 |
+
confidence_score = result[0]['score']
|
| 12 |
+
|
| 13 |
+
return f"Sentiment: {sentiment_label}, Confidence: {confidence_score:.4f}"
|
| 14 |
+
|
| 15 |
+
# Create Gradio interface
|
| 16 |
+
iface = gr.Interface(
|
| 17 |
+
fn=analyze_sentiment,
|
| 18 |
+
inputs=gr.Textbox(),
|
| 19 |
+
outputs=gr.Textbox(),
|
| 20 |
+
live=True,
|
| 21 |
+
interpretation="default",
|
| 22 |
+
title="Sentiment Analysis App",
|
| 23 |
+
description="Enter a text to analyze its sentiment."
|
| 24 |
+
)
|
| 25 |
+
|
| 26 |
+
# Launch the Gradio app
|
| 27 |
+
iface.launch()
|