Devishetty100 commited on
Commit
75da6e0
·
verified ·
1 Parent(s): 8dbeb83

Create app.py

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
+ import joblib
3
+
4
+ # Load model + vectorizer
5
+ model = joblib.load("clickbait_detector.pkl")
6
+ vectorizer = joblib.load("tfidf_vectorizer.pkl")
7
+
8
+ def predict_headline(headline):
9
+ pred = model.predict(vectorizer.transform([headline]))[0]
10
+ return pred
11
+
12
+ # Gradio Interface
13
+ iface = gr.Interface(
14
+ fn=predict_headline,
15
+ inputs=gr.Textbox(lines=2, placeholder="Enter a headline..."),
16
+ outputs="text",
17
+ title="📰 Clickbait Detector",
18
+ description="Classifies headlines as clickbait or real news."
19
+ )
20
+
21
+ iface.launch()