khadija3818 commited on
Commit
061a026
·
1 Parent(s): e73d0e4

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +22 -1
app.py CHANGED
@@ -1,2 +1,23 @@
1
  !pip install gradio
2
- !pip install transformers
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  !pip install gradio
2
+ !pip install transformers
3
+ import gradio as gr
4
+ from transformers import pipeline
5
+
6
+ # Load the sentiment analysis model
7
+ sentiment = pipeline("sentiment-analysis")
8
+
9
+ def get_sentiment(input_text):
10
+ result = sentiment(input_text)
11
+ label = result[0]['label']
12
+ score = result[0]['score']
13
+ return f"Sentiment: {label}, Score: {score:.4f}"
14
+
15
+ iface = gr.Interface(
16
+ fn=get_sentiment,
17
+ inputs="text",
18
+ outputs="text",
19
+ title="Sentiment Analysis with Transformers",
20
+ description="Analyze sentiment (negative/positive) of input text."
21
+ )
22
+
23
+ iface.launch(inline=False)