blazingbunny commited on
Commit
1457f73
·
1 Parent(s): 724a5a1

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +4 -6
app.py CHANGED
@@ -1,6 +1,5 @@
1
  import streamlit as st
2
- from summarizer import Summarizer
3
- from pprint import pprint
4
 
5
  st.title('BERT Summarizer')
6
  uploaded_file = st.file_uploader("Choose a text file", type="txt")
@@ -10,7 +9,6 @@ if uploaded_file is not None:
10
  data = data.replace('\n', '')
11
  data = data.replace("\ufeff", "")
12
 
13
- model = Summarizer()
14
- result = model(data, min_length=60, max_length=500)
15
- summarized_text = ''.join(result)
16
- st.write(summarized_text)
 
1
  import streamlit as st
2
+ from transformers import pipeline
 
3
 
4
  st.title('BERT Summarizer')
5
  uploaded_file = st.file_uploader("Choose a text file", type="txt")
 
9
  data = data.replace('\n', '')
10
  data = data.replace("\ufeff", "")
11
 
12
+ summarizer = pipeline("summarization")
13
+ summarized = summarizer(data[:1024]) # BERT has a max token limit
14
+ st.write(summarized[0]['summary_text'])