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Using BART LLM to summarize top headlines of user's chosen news topic, and NewsAPI to fetch the latest headlines by topic.

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rahmanshamit/News_Summarizer

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News_Summarizer

Description

The News Summarizer is a project leveraging the NewsAPI to fetch the latest technology news and BART by Facebook to summarize articles. BART is particularly effective when fine-tuned for text generation (e.g. summarization, translation) but also works well for comprehension tasks (e.g. text classification, question answering). This tool is designed to provide users with concise, informative summaries, all accessible within a user-friendly Google Colab notebook interface.

As I am using free-tier API keys, I have limited news items fetched to the top 5 headlines to avoid long wait times and throttling.

Features

  • Fetches real-time news of chosen category using the NewsAPI.
  • Summarizes articles for quick, digestible insights with BART.
  • Designed for ease of use and minimal setup.

News_Summarizer ipynb - Colab

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Using BART LLM to summarize top headlines of user's chosen news topic, and NewsAPI to fetch the latest headlines by topic.

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