Update app.py
Browse files
app.py
CHANGED
@@ -1,11 +1,11 @@
|
|
1 |
import streamlit as st
|
2 |
from transformers import pipeline
|
3 |
|
4 |
-
|
5 |
-
|
6 |
-
|
7 |
-
|
8 |
-
|
9 |
|
10 |
def sentiment(summary):
|
11 |
pipe = pipeline("text-classification", model="WillWEI0103/CustomModel_finance_sentiment_analytics")
|
@@ -17,10 +17,10 @@ def main():
|
|
17 |
st.set_page_config(page_title="Your Finance news", page_icon="📰")
|
18 |
st.header("Summarize Your Finance News and Analyze Sentiment")
|
19 |
text=st.text_input('Input your Finance news: ')
|
|
|
|
|
20 |
|
21 |
#Stage 1: Text Summarization
|
22 |
-
text_summarize=pipeline("summarization", model="nickmuchi/fb-bart-large-finetuned-trade-the-event-finance-summarizer")
|
23 |
-
#text_summarize=pipeline("summarization", model="human-centered-summarization/financial-summarization-pegasus")
|
24 |
summary = text_summarize(text)
|
25 |
summary = summary[0]['summary_text']
|
26 |
st.text('Processing Finance News Summarization...')
|
|
|
1 |
import streamlit as st
|
2 |
from transformers import pipeline
|
3 |
|
4 |
+
def text_summarize(text):
|
5 |
+
pipe = pipeline("summarization", model="nickmuchi/fb-bart-large-finetuned-trade-the-event-finance-summarizer")
|
6 |
+
summary = pipe(text)[0]['summary_text']
|
7 |
+
print(summary)
|
8 |
+
return summary
|
9 |
|
10 |
def sentiment(summary):
|
11 |
pipe = pipeline("text-classification", model="WillWEI0103/CustomModel_finance_sentiment_analytics")
|
|
|
17 |
st.set_page_config(page_title="Your Finance news", page_icon="📰")
|
18 |
st.header("Summarize Your Finance News and Analyze Sentiment")
|
19 |
text=st.text_input('Input your Finance news: ')
|
20 |
+
st.text('Your Finance news: ')
|
21 |
+
st.write(text)
|
22 |
|
23 |
#Stage 1: Text Summarization
|
|
|
|
|
24 |
summary = text_summarize(text)
|
25 |
summary = summary[0]['summary_text']
|
26 |
st.text('Processing Finance News Summarization...')
|