niejanee commited on
Commit
0b3c2ba
·
verified ·
1 Parent(s): e0614bf

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +19 -0
app.py CHANGED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import pipeline
3
+
4
+ # Muat pipeline langsung dari model Anda di Hub
5
+ # Spaces akan otomatis men-download model Anda
6
+ pipe = pipeline("text-classification", model="niejanee/indobert-sentiment-tokopedia-reviews")
7
+
8
+ def classify_review(text):
9
+ result = pipe(text)[0]
10
+ return {result['label']: result['score']}
11
+
12
+ iface = gr.Interface(
13
+ fn=classify_review,
14
+ inputs=gr.Textbox(lines=5, placeholder="Masukkan ulasan produk di sini..."),
15
+ outputs="label",
16
+ title="Analisis Sentimen Ulasan Produk",
17
+ description="Model ini menganalisis sentimen ulasan produk menggunakan fine-tuned IndoBERT."
18
+ )
19
+ iface.launch()