Text Summarization using LangChain and BART Large CNN

Overview

This project features the development and implementation of an advanced text summarization system using LangChain and BART-Large-CNN. This project allows users to summarize long text entered in the app into a few sentences.

Streamlit: https://crypter70-text-summarization-using-langchain-and-bar-app-vvyyrc.streamlit.app/

Intial project screen: Project screen after results:

Installation

1. Clone the repository

   git clone https://github.com/crypter70/Text-Summarization-using-LangChain-and-BART-Large-CNN
   

2. Create a virtual environment

   python -m venv env
   

3. Install the requirements

   pip install -r requirements.txt
   

4. Add the HUGGINGFACEHUB_API_TOKEN from HuggingFace to .env file

5. Run the application

   streamlit run App.py
   

Reference

1. LangChain Documentation
2. bart-large-cnn