Spaces:
Sleeping
Sleeping
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
---
|
| 2 |
title: QuickPulse
|
| 3 |
-
emoji:
|
| 4 |
colorFrom: pink
|
| 5 |
colorTo: gray
|
| 6 |
sdk: gradio
|
|
@@ -9,5 +9,49 @@ app_file: app.py
|
|
| 9 |
pinned: false
|
| 10 |
short_description: News Stories in Context
|
| 11 |
---
|
|
|
|
|
|
|
| 12 |
|
| 13 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
title: QuickPulse
|
| 3 |
+
emoji: 🌍
|
| 4 |
colorFrom: pink
|
| 5 |
colorTo: gray
|
| 6 |
sdk: gradio
|
|
|
|
| 9 |
pinned: false
|
| 10 |
short_description: News Stories in Context
|
| 11 |
---
|
| 12 |
+
# Quick Pulse
|
| 13 |
+
### AI-Powered News Summarizer with Sentiment & Topic Clustering
|
| 14 |
|
| 15 |
+
### Overview
|
| 16 |
+
|
| 17 |
+
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.
|
| 18 |
+
|
| 19 |
+
### Features:
|
| 20 |
+
Real-Time News Summarization: Automatically summarizes the latest articles.
|
| 21 |
+
|
| 22 |
+
Sentiment Analysis: Analyzes the emotional tone (positive, negative, or neutral) of the summarized content.
|
| 23 |
+
|
| 24 |
+
Topic Clustering: Groups similar articles based on detected topics for easy exploration.
|
| 25 |
+
|
| 26 |
+
### App Demo:
|
| 27 |
+
You can interact with the Quick Pulse app directly on Hugging Face Spaces. It allows you to:
|
| 28 |
+
|
| 29 |
+
Enter a topic to fetch and summarize the latest news articles.
|
| 30 |
+
|
| 31 |
+
Upload text files for analysis and summarization.
|
| 32 |
+
|
| 33 |
+
Enter URLs for specific articles to analyze.
|
| 34 |
+
|
| 35 |
+
Download a CSV file of clustered articles for further analysis.
|
| 36 |
+
|
| 37 |
+
### How to Use:
|
| 38 |
+
1. Fetch Latest News:
|
| 39 |
+
Click on the Fetch & Summarize Top 10 Headlines button to retrieve the latest news articles related to top headlines.
|
| 40 |
+
|
| 41 |
+
2. Enter a Custom Topic:
|
| 42 |
+
Enter a specific topic (e.g., "climate change") in the input box to fetch and summarize articles related to that subject.
|
| 43 |
+
|
| 44 |
+
3. Sentiment Filtering:
|
| 45 |
+
Select the sentiment filter to focus on positive, neutral, or negative articles.
|
| 46 |
+
|
| 47 |
+
4. Upload Text Files:
|
| 48 |
+
Upload your own .txt files containing article content to be processed.
|
| 49 |
+
|
| 50 |
+
5. Enter URLs:
|
| 51 |
+
Provide a list of article URLs separated by newlines to extract and analyze their content.
|
| 52 |
+
|
| 53 |
+
6. Download Results:
|
| 54 |
+
After processing, you can download the clustered results as a CSV file, containing the articles grouped by their topics and sentiment.
|
| 55 |
+
|
| 56 |
+
7. Clear All Inputs:
|
| 57 |
+
Use the Clear button to reset the app and remove all inputs.
|