black shadow commited on
Commit
d898436
·
1 Parent(s): 02972ad

Hugging Face Project✅

Browse files
Files changed (1) hide show
  1. app.py +21 -0
app.py ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import pipeline
3
+
4
+ # Load Sentiment Analysis Model
5
+ sentiment_pipeline = pipeline("sentiment-analysis")
6
+
7
+ # Define Function for Prediction
8
+ def analyze_sentiment(text):
9
+ result = sentiment_pipeline(text)
10
+ return result[0]["label"], result[0]["score"]
11
+
12
+ # Create Gradio Interface
13
+ iface = gr.Interface(
14
+ fn=analyze_sentiment,
15
+ inputs=gr.Textbox(label="Enter Text"),
16
+ outputs=[gr.Textbox(label="Sentiment"), gr.Textbox(label="Confidence Score")],
17
+ title="Sentiment Analysis App",
18
+ description="Enter a sentence and get its sentiment (Positive/Negative).",
19
+ )
20
+
21
+ iface.launch()