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This is a web application that extracts the latest news, uses NLP to summarize the news and provides the link to the full news.

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Rayo

The Ultimate News Companion

Rayo is a news summarization application that keeps you updated on the latest happenings around the World. It does this by providing you with up to date headline news and an easy-to-digest summary of news from BBC.

Data Extraction

The applicaiton collects data from BBC using webscraping with requests , beautiful soup and regex

Model

The model used for summarization is the t5 base model and details about the model can be found on hugging face https://huggingface.co/t5-base

image

To run the app locally, use : streamlit run bbc_news.py and install the required packages using the pip install requirements.txt

Deployment

The app was deployed to streamlit cloud and can be accessed here: https://bbcnewsbyrayo.streamlit.app

Demo

https://youtu.be/QRIM7vpctkI

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This is a web application that extracts the latest news, uses NLP to summarize the news and provides the link to the full news.

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