---
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

## Show Your Support
If you like this project, please give a⭐