Commit Test SRT

app.py

@@ -12,7 +12,11 @@ def extract_text_from_srt_text(srt_text):
 def generate_summary(text, summary_length):
     summarizer = pipeline("summarization")
     summary = summarizer(text, max_length=summary_length, min_length=30, do_sample=False)
-    return summary[0]["summary_text"]
+    summary_text = summary[0]["summary_text"]
+    sentences = text.split(". ")
+    top_sentences = nlargest(4, sentences, key=len)
+    top_subjects = "\n".join(top_sentences)
+    return summary_text, top_subjects
 
 # Streamlit app
 st.title("SRT Summarization")
@@ -28,13 +32,9 @@ if st.button("Summarize"):
         with st.spinner("Summarizing..."):
             # Extract text from SRT-formatted text
             text_to_summarize = extract_text_from_srt_text(srt_text_input)
-            # Generate summary
-            summary = generate_summary(text_to_summarize, 150)  # You can adjust the summary length as needed
-            # Extract top 4 sentences
-            sentences = text_to_summarize.split(". ")
-            top_sentences = nlargest(4, sentences, key=len)
-            top_subjects = "\n".join(top_sentences)
-            # Display summary and top 4 subjects
+            # Generate summary and top subjects
+            summary, top_subjects = generate_summary(text_to_summarize, 150)  # You can adjust the summary length as needed
+            # Display summary and top subjects
             st.subheader("Summary:")
             st.write(summary)
             st.subheader("Top 4 Subjects:")