Update app.py

app.py

@@ -594,7 +594,7 @@ def find_closest_lines(query, doc_texts, stop_words, top_n=10):
     for filename, text in doc_texts.items():
         matched_lines = extract_keywords_from_text(text, query_words)
         for line in matched_lines:
-            similarity = fuzz.partial_ratio(query, line)  # محاسبه شباهت خط با سوال
+            similarity = fuzz.partial_ratio(query, line)  
             all_matched_lines.append((line, similarity))
     
     all_matched_lines.sort(key=lambda x: x[1], reverse=True)
@@ -612,14 +612,14 @@ def remove_stop_words_from_lines(lines, stop_words):
     return cleaned_lines
 
 if query:
-    closest_lines = find_closest_lines(query, doc_texts, stop_words, top_n=10)
+    closest_lines = find_closest_lines(query, doc_texts, stop_words, top_n=5)
     
     # حذف استپ‌وردها از خطوط و سپس پاکسازی نهایی متن
     cleaned_closest_lines = [
         clean_text(" ".join([word for word in line.split() if word not in stop_words]))
         for line in closest_lines
     ]
-    summarized_text = summarize_text_by_frequency("\n".join(cleaned_closest_lines), num_sentences=1)
+    summarized_text = summarize_text_by_frequency("\n".join(cleaned_closest_lines), num_sentences=3)
 
 
     if summarized_text: