israel789 commited on
Commit
46f5b7a
verified
1 Parent(s): c893cc1

requirements.txt

Browse files

transformers
torch

Files changed (1) hide show
  1. app.py +26 -0
app.py ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import pipeline
3
+
4
+ # 讬爪讬专转 诪讜讚诇 诇谞讬转讜讞 专讙砖讜转
5
+ sentiment_analysis = pipeline(
6
+ "sentiment-analysis",
7
+ model="avichr/heBERT_sentiment_analysis",
8
+ tokenizer="avichr/heBERT_sentiment_analysis",
9
+ return_all_scores = True
10
+ )
11
+
12
+ # 驻讜谞拽爪讬讛 诇谞讬转讜讞 讛讟拽住讟
13
+ def analyze_sentiment(text):
14
+ results = sentiment_analysis(text)[0]
15
+ return {r['label']: f"{r['score']:.2%}" for r in results}
16
+
17
+ # 讬爪讬专转 讛诪诪砖拽
18
+ iface = gr.Interface(
19
+ fn=analyze_sentiment,
20
+ inputs="text",
21
+ outputs="label",
22
+ title="谞讬转讜讞 专讙砖讜转 讘注讘专讬转",
23
+ description="讛讻谞住 讟拽住讟 讘注讘专讬转 讜拽讘诇 谞讬转讜讞 专讙砖讜转"
24
+ )
25
+
26
+ iface.launch()