README.md

metadata

title: Summarization Textai
emoji: 🌍
colorFrom: pink
colorTo: yellow
sdk: streamlit
sdk_version: 1.36.0
app_file: app.py
pinned: false

Summarization with txtai

This project allows you to summarize text and documents using the txtai library. The app provides an easy-to-use interface powered by Streamlit to input text or upload documents and get concise summaries generated through machine learning models.

Features

• Text Summarization: Input text and get a summarized version.
• Document Summarization: Upload documents (e.g., PDFs) and receive a concise summary.
• Streamlit UI: A simple and intuitive interface to interact with the summarization engine.

Technologies

• txtai for semantic search and text summarization
• Streamlit for building the user interface
• PyPDF2 for reading PDF files

How to Run:

1. Clone the repository and navigate into the project directory.
2. Install the dependencies by running pip install -r requirements.txt.
3. Start the Streamlit app with streamlit run app.py.
4. Access the app on your browser (usually at http://localhost:8501), where you can input text or upload documents for summarization.

Author

Developed by Abdul Rahman H

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