Update app.py

app.py

@@ -3,6 +3,7 @@ import gradio as gr
 from transformers import pipeline
 import spacy
 import lib.read_pdf
+import lib.comparison
 import pandas as pd
 import re
 import matplotlib.pyplot as plt
@@ -469,6 +470,8 @@ with gr.Blocks(theme='gradio/soft',js=js_func) as demo:
                 
                 selected_paragraph_1 = gr.Textbox(label="Selected Paragraph 1 Content", lines=4)
                 paragraph_1_dropdown.select(fn=show1, inputs = paragraph_1_dropdown, outputs=selected_paragraph_1)
+                close_paragraph_1 = gr.Textbox(label="Closest Paragraph 1 Content", lines=4)
+                paragraph_1_dropdown.select(fn=lib.comparison.compare_summaries, inputs = [paragraph_1_dropdown, stored_paragraphs_2], outputs=close_paragraph_1)
                 with gr.Group():
                     summarize_btn1 = gr.Button("Summarize Text from PDF 1")
                     summary_textbox_1 = gr.Textbox(label="Summary for PDF 1", lines=2)
@@ -501,6 +504,8 @@ with gr.Blocks(theme='gradio/soft',js=js_func) as demo:
         
                 selected_paragraph_2 = gr.Textbox(label="Selected Paragraph 2 Content", lines=4)
                 paragraph_2_dropdown.select(fn=show2, inputs = paragraph_2_dropdown, outputs=selected_paragraph_2)
+                close_paragraph_2 = gr.Textbox(label="Closest Paragraph 2 Content", lines=4)
+                paragraph_2_dropdown.select(fn=lib.comparison.compare_summaries, inputs = [paragraph_2_dropdown, stored_paragraphs_1], outputs=close_paragraph_2)
                 with gr.Group():
                     # Display selected paragraph from PDF 2
                     selected_paragraph_2.change(fn=show2, inputs=paragraph_2_dropdown, outputs=selected_paragraph_2)