This project automates AI news summarization to help data scientists and tech professionals stay informed.
- Extracts AI-related news articles from trusted sources.
- Summarizes key trends using LLMs (Large Language Models).
- Groups similar news and provides a representative URL for easy access.
✔️ Extracts news published yesterday on AI topics in the U.S.
✔️ Filters out low-credibility sources based on Media Bias/Fact Check (MBFC).
✔️ Groups similar news and generates concise summaries.
✔️ Provides a single representative URL for each grouped news topic.
✔️ Allows users to view all extracted articles if needed.
1️⃣ Extract AI-related news from trusted sources
- Filter credible news sources -> Only includes high-traffic, high-credibility, and factual reporting sources.
- Retrieve relevant news -> Extracts: Title, URL, Description, Content.
- Focuses on AI news published yesterday in the U.S.
2️⃣ Summarize and organize news
- Group similar articles and summarize news using LLM.
- Provide one representative URL per summarized topic.
- NewsAPI – Fetches latest AI news articles.
- Media Bias/Fact Check – Validates source credibility.
- LLM API – Summarizes news content.
- Create a webpage to check everyday
- Create a databaset to save the data
- Expand to news related to tech companies (and sentiment analysis with stock price)