Update app.py
Browse files
app.py
CHANGED
|
@@ -3,13 +3,17 @@ from transformers import pipeline
|
|
| 3 |
|
| 4 |
summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
|
| 5 |
|
| 6 |
-
def summarize_text(text):
|
| 7 |
-
summary = summarizer(text, min_length=
|
| 8 |
return summary[0]['summary_text']
|
| 9 |
|
| 10 |
interface = gr.Interface(
|
| 11 |
fn=summarize_text,
|
| 12 |
-
inputs=
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13 |
outputs=gr.Textbox(label="Summarized Text"),
|
| 14 |
title="Text Summarizer",
|
| 15 |
description="This app uses the BART model to summarize your text into a concise form with a minimum of 10 tokens and a maximum of 100 tokens."
|
|
|
|
| 3 |
|
| 4 |
summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
|
| 5 |
|
| 6 |
+
def summarize_text(text, min_len, max_len):
|
| 7 |
+
summary = summarizer(text, min_length=min_len, max_length=max_len)
|
| 8 |
return summary[0]['summary_text']
|
| 9 |
|
| 10 |
interface = gr.Interface(
|
| 11 |
fn=summarize_text,
|
| 12 |
+
inputs=[
|
| 13 |
+
gr.Textbox(label="Enter Text", lines=10, placeholder="Paste your long text here..."),
|
| 14 |
+
gr.Slider(label="Min Length", minimum=10, maximum=50, step=1, value=10),
|
| 15 |
+
gr.Slider(label="Max Length", minimum=50, maximum=100, step=1, value=100)
|
| 16 |
+
],
|
| 17 |
outputs=gr.Textbox(label="Summarized Text"),
|
| 18 |
title="Text Summarizer",
|
| 19 |
description="This app uses the BART model to summarize your text into a concise form with a minimum of 10 tokens and a maximum of 100 tokens."
|