Text_summarizer

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  front page of our text-summarization

Inspiration

I have always interest in doing projects related to machine learning and NLP, that what got me participate in this competition.

What it does

It summarizes large text as well as document file and web articles too.

How we built it

We use pretrain model provided by GPT-3 for summarization

Challenges we ran into

We got bit challenge when optimizing text summarization algorithm such as setting temperature value, engine used. We also faced a bit problem while making webpages using Django.

Accomplishments that we're proud of

It not only summarized text but also summarizes whole document as well as web articles.

What we learned

We learnt how can we use pretrain algorithm provided by gpt and to make interactive text summarizer.

What's next for Text_summarizer

We can make our own model instead of using GPT-3 model.

Built With

• django
• gpt-3
• natural-language-processing
• python