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https://github.com/thekartikeyamishra/ai-news-aggregator
This project will create an AI-powered News Aggregator that collects news from selected sources, categorizes it using NLP-based techniques, and displays the results in a user-friendly Tkinter-based GUI.
https://github.com/thekartikeyamishra/ai-news-aggregator
ai machine-learning nltk python python3 requests scikit-learn
Last synced: about 2 months ago
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This project will create an AI-powered News Aggregator that collects news from selected sources, categorizes it using NLP-based techniques, and displays the results in a user-friendly Tkinter-based GUI.
- Host: GitHub
- URL: https://github.com/thekartikeyamishra/ai-news-aggregator
- Owner: thekartikeyamishra
- Created: 2024-12-16T06:07:14.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2024-12-16T06:11:44.000Z (about 2 months ago)
- Last Synced: 2024-12-16T07:21:24.920Z (about 2 months ago)
- Topics: ai, machine-learning, nltk, python, python3, requests, scikit-learn
- Language: Python
- Homepage:
- Size: 5.86 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: news_featcher.py
Awesome Lists containing this project
README
### **AI News Aggregator: Aggregates News and Categorizes Them**
For the next 15 days, I'll be creating and sharing 15 projects – one per day! Free versions will be open to all on my GitHub, and a low-cost paid version will be available too. Can't wait to hear your thoughts!
This project will create an **AI-powered News Aggregator** that collects news from selected sources, categorizes it using NLP-based techniques, and displays the results in a user-friendly **Tkinter-based GUI**.
---
### **Features of the News Aggregator**
1. **News Aggregation**:
- Fetch news articles from selected sources using **News API** or web scraping (e.g., BeautifulSoup).
2. **Categorization**:
- Classify articles into categories like technology, sports, politics, business, etc., using **NLP techniques**.
3. **GUI**:
- A clean and interactive **Tkinter** GUI to display aggregated and categorized news.
4. **Search and Filter**:
- Allow users to search or filter news by keywords or categories.
5. **Save News**:
- Option to save categorized news as a `.csv` file.
---
### **File and Folder Structure**
Here’s the folder structure for the project:
```bash
NewsAggregator/
├── data/
│ ├── sample_news/ # Folder for storing sample news articles
├── gui/
│ ├── __init__.py # Initializes the GUI module
│ ├── news_gui.py # GUI implementation using Tkinter
├── utils/
│ ├── __init__.py # Initializes the utils module
│ ├── news_fetcher.py # Fetches news from APIs or websites
│ ├── categorizer.py # Categorizes news articles into predefined categories
│ ├── file_handler.py # Handles file exports for saving categorized news
├── main.py # Entry point to run the application
├── requirements.txt # Dependencies required for the project
├── README.md # Documentation for the project
```
---
### **Installation Instructions**
1. **Clone the Repository**:
```bash
git clone https://github.com/thekartikeyamishra/AI-News-Aggregator.git
cd NewsAggregator
```
2. **Set Up Virtual Environment**:
```bash
python -m venv .venv
source .venv/bin/activate # On Windows: .venv\Scripts\activate
```
3. **Install Dependencies**:
```bash
pip install -r requirements.txt
```
4. **Run the Application**:
```bash
python main.py
```
---
### **Features**
1. Fetches news articles from trusted sources using the NewsAPI.
2. Categorizes articles into predefined categories using NLP.
3. Displays categorized articles in a clean GUI.
4. Allows saving categorized news into a `.csv` file.
This **basic version** of the News Aggregator is now ready. Let me know if you'd like to proceed with advanced features or further enhancements!