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README.md
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title: QuickPulse
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sdk: gradio
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short_description: News Stories in Context
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---
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title: QuickPulse
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emoji: 🌍
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colorFrom: pink
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colorTo: gray
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sdk: gradio
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pinned: false
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short_description: News Stories in Context
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# Quick Pulse
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### AI-Powered News Summarizer with Sentiment & Topic Clustering
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### Overview
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Quick Pulse is a powerful tool designed to provide summarized news articles with real-time sentiment analysis and topic clustering. Built with cutting-edge NLP techniques, it pulls articles from various sources, analyzes them for sentiment, clusters them based on topics, and provides a quick digest of the latest news trends and insights.
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### Features:
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Real-Time News Summarization: Automatically summarizes the latest articles.
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Sentiment Analysis: Analyzes the emotional tone (positive, negative, or neutral) of the summarized content.
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Topic Clustering: Groups similar articles based on detected topics for easy exploration.
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### App Demo:
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You can interact with the Quick Pulse app directly on Hugging Face Spaces. It allows you to:
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Enter a topic to fetch and summarize the latest news articles.
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Upload text files for analysis and summarization.
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Enter URLs for specific articles to analyze.
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Download a CSV file of clustered articles for further analysis.
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### How to Use:
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1. Fetch Latest News:
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Click on the Fetch & Summarize Top 10 Headlines button to retrieve the latest news articles related to top headlines.
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2. Enter a Custom Topic:
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Enter a specific topic (e.g., "climate change") in the input box to fetch and summarize articles related to that subject.
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3. Sentiment Filtering:
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Select the sentiment filter to focus on positive, neutral, or negative articles.
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4. Upload Text Files:
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Upload your own .txt files containing article content to be processed.
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5. Enter URLs:
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Provide a list of article URLs separated by newlines to extract and analyze their content.
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6. Download Results:
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After processing, you can download the clustered results as a CSV file, containing the articles grouped by their topics and sentiment.
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7. Clear All Inputs:
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Use the Clear button to reset the app and remove all inputs.
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