songhai2022 commited on
Commit
211d558
·
1 Parent(s): 44eb445

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +10 -4
app.py CHANGED
@@ -1,7 +1,13 @@
1
  import gradio as gr
 
2
 
3
- def greet(name):
4
- return "Hello " + name + "!!"
5
 
6
- iface = gr.Interface(fn=greet, inputs="text", outputs="text")
7
- iface.launch()
 
 
 
 
 
 
1
  import gradio as gr
2
+ from keybert import KeyBERT
3
 
4
+ # KeyBERT model
5
+ keybert_model = KeyBERT(model='all-MiniLM-L6-v2')
6
 
7
+ def get_bert_keywords(text, num_keywords=5):
8
+ result = keybert_model.extract_keywords(text, keyphrase_ngram_range=(1, 1), top_n=num_keywords)
9
+ keyberts = [keyword for keyword, score in result]
10
+ return keyberts
11
+
12
+ iface = gr.Interface(fn=get_bert_keywords, inputs=["text", gr.inputs.Slider(1, 10, default=5)], outputs="text")
13
+ iface.launch()