---
sdk: gradio   # or 'streamlit' based on your app
license: apache-2.0
hardware: gpu  # Optional, if your app needs GPU
app_file: main.py  # Ensure HF Spaces runs main.py instead of app.py
tags:
  - gradio
  - rag-pipeline
  - example
---

# Realtime RAG Pipeline

This Space hosts a Retrieval-Augmented Generation (RAG) pipeline for [application description].

## Installation

To run the app, you need the following dependencies:
- Python 3.x
- The dependencies in `requirements.txt` will be automatically installed.

## Usage

To start the application, simply run the provided app script (`app.py` for example).

## Configuration

This Space requires the following configuration:
- Hugging Face API keys for [use case].
- Ensure that the following environment variables are set:
  - `MY_API_KEY`: Your API key for [service].
  - `MODEL_NAME`: The model you are using.