aghasuhail96/news-summarizer-and-sentiment-analyzer repository overview

⁠News Summarizer and Sentiment Analyzer

⁠Description

A Streamlit-based web app that fetches news articles for a user-specified topic, summarizes them, analyzes sentiment, retries up to three times if sentiment is negative, and generates a concise report with up to 8 URLs. Built with LangGraph, LangChain, OpenAI, and NewsAPI.

⁠Features

• Web interface to input topics and view reports.
• Fetches news via NewsAPI.
• Summarizes articles using OpenAI.
• Analyzes sentiment and retries for positive/mixed sentiment.
• Generates reports with summaries and URLs.

⁠Prerequisites

• A NewsAPI key (obtain from NewsAPI⁠)
• OpenAI API key (OpenAI⁠)
• Gemini API key (Gemini-API⁠)

⁠Quick Start

1. Pull the Image:

   docker pull aghasuhail96/news-summarizer-and-sentiment-analyzer
   

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2. Run the Container:

   docker run -e NEWSAPI_KEY=your_key -e GOOGLE_API_KEY=your_gemini_api_key -e OPENAI_API_KEY=your_openai_key -p 8501:8501 -it aghasuhail96/news-summarizer-and-sentiment-analyzer
   

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   Access at http://localhost:8501. No .env file needed; pass variables directly.

3. Clone the Repository:

   git clone https://github.com/soh-kaz/News-Summarize.git
   cd your-repo-name
   

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⁠Example Output

Topic: cricket
Total Retry Count: 1 out of 3
Sentiment: positive
Concise Report:
Cricket, a sport played between two teams of 11 players...
- https://www.bbc.co.uk/iplayer/episode/m002gbtf/womens-odi-cricket-2025-highlights-england-v-india-second-odi
- https://www.bbc.com/sport/cricket/articles/cwyrx6wkez5o
...

⁠Screenshot

⁠Workflow

⁠Support

Visit GitHub repository⁠ for issues.

⁠License

MIT License