Reddit-AnalyXer

A web app that fetches and summarizes the latest posts from any Reddit subreddit using NLP.

Features

• Fetch the latest posts from a subreddit.
• Summarize posts using Hugging Face's facebook/bart-large-cnn model.
• Clean text by removing URLs and special characters.
• Deployed using Streamlit Sharing.

🎥 Demo

How to Use

1. Enter a subreddit name (e.g., MachineLearning).
2. Adjust the slider to choose the number of posts to summarize.
3. View the summarized posts.

Live Demo

Click here to try the app!

Technologies Used

• Python
• Streamlit
• PRAW (Python Reddit API Wrapper)
• Hugging Face Transformers
• AWS(Sagemaker, S3)

Installation

To run the app locally:

1. Clone the repository:

   git clone https://github.com/aryanator/Reddit-AnalyXer.git
   

2. Install dependencies:

   pip install -r requirements.txt
   

3. Run the app:

   streamlit run app.py
   
   

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Contributing Feel free to open issues or submit pull requests for improvements.