README.md

---
title: SIMPLIFY Text Summarizer
emoji: 🚀
colorFrom: indigo
colorTo: red
sdk: gradio
sdk_version: 4.15.0
app_file: app.py
pinned: false
---
 
 # S I M P L I F Y

**Harness the power of LLMs to extract concise summaries from extensive text.**

## Installation

1. **Create a virtual environment:**
   - Navigate to the project directory in your terminal.
   - Create a virtual environment: `python -m venv env`
   - Activate the environment:
     - Windows: `env\Scripts\activate.bat`
     - Linux/macOS: `source env/bin/activate`

2. **Install dependencies:**
   - Install required packages: `pip install -r requirements.txt`

3. **Set environment variable:**
   - Set your Hugging Face API token:
     `export HUGGINFACEHUB_API_TOKEN=YOUR_API_TOKEN`
   - Set your Hugging Face API token as api_token variable.

## Usage

1. **Run the main script:**
   - Execute the main script: `python main.py`

## Additional Information

- **Key frameworks:** LangChain, Hugging Face LLMs
- **Supported document types:** PDF (currently)
- **Customization:** Adjust prompts and code for different content and queries.


## Creators
- Anish De, B.Tech. Electrical Engineering
- Yash Shrivastava, B.Tech. Computer Science Engineering
- Dev Virani, B.Tech. Computer Science Engineering