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---
title: QuickPulse
emoji: 🌍
colorFrom: pink
colorTo: gray
sdk: gradio
sdk_version: 5.29.1
app_file: app.py
pinned: false
short_description: News Stories in Context
---
# Quick Pulse
### AI-Powered News Summarizer with Sentiment & Topic Clustering
### Overview
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.
### Features:
Real-Time News Summarization: Automatically summarizes the latest articles.
Sentiment Analysis: Analyzes the emotional tone (positive, negative, or neutral) of the summarized content.
Topic Clustering: Groups similar articles based on detected topics for easy exploration.
### App Demo:
You can interact with the Quick Pulse app directly on Hugging Face Spaces. It allows you to:
Enter a topic to fetch and summarize the latest news articles.
Upload text files for analysis and summarization.
Enter URLs for specific articles to analyze.
Download a CSV file of clustered articles for further analysis.
### How to Use:
1. Fetch Latest News:
Click on the Fetch & Summarize Top 10 Headlines button to retrieve the latest news articles related to top headlines.
2. Enter a Custom Topic:
Enter a specific topic (e.g., "climate change") in the input box to fetch and summarize articles related to that subject.
3. Sentiment Filtering:
Select the sentiment filter to focus on positive, neutral, or negative articles.
4. Upload Text Files:
Upload your own .txt files containing article content to be processed.
5. Enter URLs:
Provide a list of article URLs separated by newlines to extract and analyze their content.
6. Download Results:
After processing, you can download the clustered results as a CSV file, containing the articles grouped by their topics and sentiment.
7. Clear All Inputs:
Use the Clear button to reset the app and remove all inputs. |