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Text-Summarizer

Creating a Extractive Text Summarizer which is genrating summarizer based on Cosine distances of sentences. Sentences are encoded manually based on their repetitions except Stopwords. Creating a Cosine matrix using Cosine distances and rank them basis on their distances and taking 30-35 % of sentences for generating summary.
Model is Deployed to Heroku through Streamlit Framework

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