Update app.py

app.py

@@ -39,26 +39,23 @@ def extract_paragraphs_by_vertical_spacing(pdf_data, spacing_threshold=10):
             previous_bottom = None
             
             for block in blocks:
-                x0, y0, x1, y1 = block[:4]  # Coordonnées du bloc de texte
-                text = block[4]  # Texte du bloc
+                x0, y0, x1, y1 = block[:4]
+                text = block[4]
                 
-                # Mesurez l'espacement vertical entre les blocs de texte
                 if previous_bottom is not None:
                     vertical_spacing = y0 - previous_bottom
                 else:
                     vertical_spacing = 0
                 
-                # Si l'espacement vertical dépasse le seuil, considérez-le comme un nouveau paragraphe
                 if vertical_spacing > spacing_threshold:
                     if current_paragraph:
                         paragraphs.append(current_paragraph.strip())
                     current_paragraph = text
                 else:
-                    current_paragraph += " " + text  # Ajoutez le texte au paragraphe actuel
+                    current_paragraph += " " + text
                 
                 previous_bottom = y1
             
-            # Ajoutez le dernier paragraphe de la page
             if current_paragraph:
                 paragraphs.append(current_paragraph.strip())
         
@@ -83,14 +80,21 @@ if uploaded_file is not None:
 
     for paragraph in paragraphs:
         summary = summarizer(paragraph, max_length=(len(paragraph) / 2), min_length=10, do_sample=False)
-        summary_text = add_line_breaks_to_summary(summary[0]['summary_text'], 40)
+        summary_text = add_line_breaks_to_summary(summary[0]['summary_text'], 70)
 
         # Create a slide
         slide = prs.slides.add_slide(prs.slide_layouts[5])
 
-        # Add the paragraph to the slide
-        left = top = Inches(1)
+        # Add the image to the slide at the bottom
+        left = Inches(1)
+        top = Inches(2)
         width = height = Inches(5)
+        pic = slide.shapes.add_picture(temp_img_path, left, top, width, height)
+
+        # Add the paragraph to the slide at the top
+        left = top = Inches(1)
+        width = Inches(5)
+        height = Inches(1.5)
         txBox = slide.shapes.add_textbox(left, top, width, height)
         tf = txBox.text_frame
         p = tf.add_paragraph()
@@ -99,18 +103,6 @@ if uploaded_file is not None:
         p = tf.add_paragraph()
         p.text = summary_text
 
-        # Generate and add the image to the slide
-        image_bytes = query({
-            "inputs": 'A picture without text about: ' + summary[0]['summary_text']
-        })
-        image = Image.open(io.BytesIO(image_bytes))
-        temp_img_path = tempfile.NamedTemporaryFile(delete=False, suffix=".png").name
-        image.save(temp_img_path)
-        
-        left = Inches(1)
-        top = Inches(2)
-        pic = slide.shapes.add_picture(temp_img_path, left, top, width, height)
-
         i += 1
 
     # Save the PowerPoint presentation