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README.md

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 ### TopicDig enables on-the-fly news digest creation via named entity recognition and automatic summarization using HuggingFace's transformers library.
 
-### (refactoring)
+#### HuggingFace app link: https://huggingface.co/spaces/green/project_demo_2
+
+[![Streamlit App](https://static.streamlit.io/badges/streamlit_badge_black_white.svg)](https://share.streamlit.io/mpolinsky/sju_final_project/main/streamlit_app.py)
+
+This application was created as the culmination of a semester of independent graduate research into NLP and transformers.
+
+The app displays topics, the user chooses up to three, and the app spins up a topical digest scraped from the headlines.
+This project makes heavy use of HuggingFace for NLP, and Gazpacho for web scraping.
+
+Original repo for the earlier version of this app is located at https://github.com/mpolinsky/sju_final_project/