added description + minor changes

README.md

@@ -1,12 +1,28 @@
 ---
 title: Youtube Video Summary
-emoji: 🚀
+emoji: 📝
 colorFrom: purple
-colorTo: pink
+colorTo: red
 sdk: streamlit
 sdk_version: 1.10.0
 app_file: app.py
+models: t5-small
 pinned: false
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# YouTube Video Summary 📝
+Extracts transcripts for given video URL and creates summary. Uses [T5-small](https://huggingface.co/t5-small) model 
+under the hood since it have shown the best results on general purpose tasks.   
+
+**Online demo:** [🤗 Spaces](https://huggingface.co/spaces/alankabisov/youtube-video-summary)
+
+### Requirements
+```
+torch
+transformers
+youtube_transcript_api
+tqdm
+stqdm
+streamlit==1.10.0
+```
+

app.py

@@ -154,7 +154,7 @@ if __name__ == "__main__":
     # State of processing
     is_processing = False
 
-    st.title('YouTube Video Summary 📃')
+    st.title('YouTube Video Summary 📝')
     st.markdown('Creates summary for given YouTube video URL based on transcripts.')
     st.code('https://www.youtube.com/watch?v=1wkPMUZ9vX4')
     st.code('https://youtu.be/zb9l63Nm9zU')