This project implements an Abstractive Text Summarization tool using BART (facebook/bart-large-cnn) from Hugging Face Transformers. It extracts text from PDFs and generates clear, concise summaries for easy reading and knowledge extraction.
✅ Summarizes plain text and PDF documents
✅ Uses Transformer-based BART model for high-quality abstractive summarization
✅ Handles large texts with chunking strategy
✅ Outputs professional, structured summaries with bullet points and formatting
✅ Modular code for web integration (Flask)
- Python
- Hugging Face Transformers
- PyTorch
- pdfplumber for PDF text extraction
- VS Code for development
- Clone the repository:
git clone https://github.com/dvcodebase/text-summarization.git
cd text-summarization