BERTicle

A comprehensive AI-driven platform that fetches news from various sources, leverages the power of BERTopic for topic modeling, and visualizes the results in an interactive Streamlit UI.

Features

• News Aggregation: Integrates with newscatcherAPI to fetch the latest news from various sources.
• Topic Modeling: Uses BERTopic to filter and categorize news articles into intuitive topics.
• Interactive UI: Offers a user-friendly Streamlit interface with visualizations for a seamless user experience.

Installation and Setup

1. Clone the repository:

   git clone git@github.com:rahulbaburaj/BERTicle.git

2. Navigate to the project directory and install the required dependencies:

   cd BERTicle
   pip install -r requirements.txt

3. Set up your .env file with necessary configurations (e.g., API keys).

4. Run the Streamlit app:

streamlit run app.py