Spaces:
Sleeping
Sleeping
Meshal Falah
commited on
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import transformers
|
| 2 |
+
import gradio as gr
|
| 3 |
+
from transformers import pipeline
|
| 4 |
+
sentiment =pipeline("text-classification", model="tabularisai/multilingual-sentiment-analysis")
|
| 5 |
+
# Classify a new sentence
|
| 6 |
+
sentence = "I love this product! It's amazing and works perfectly."
|
| 7 |
+
result = sentiment(sentence)
|
| 8 |
+
def get_sentiment(text):
|
| 9 |
+
result = sentiment(text)
|
| 10 |
+
label = result[0]['label']
|
| 11 |
+
score = result[0]['score']
|
| 12 |
+
return label, score
|
| 13 |
+
interface = gr.Interface(fn=get_sentiment, inputs= "textbox", outputs=["text","text"])
|
| 14 |
+
interface.launch()
|