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---
title: '💻 Full stack'
---
Get started with full-stack RAG applications using Embedchain's easy-to-use CLI tool. Set up everything with just a few commands, whether you prefer Docker or not.
## Prerequisites
Choose your setup method:
* [Without docker](#without-docker)
* [With Docker](#with-docker)
### Without Docker
Ensure these are installed:
- Embedchain python package (`pip install embedchain`)
- [Node.js](https://docs.npmjs.com/downloading-and-installing-node-js-and-npm) and [Yarn](https://classic.yarnpkg.com/lang/en/docs/install/)
### With Docker
Install Docker from [Docker's official website](https://docs.docker.com/engine/install/).
## Quick Start Guide
### Install the package
Before proceeding, make sure you have the Embedchain package installed.
```bash
pip install embedchain -U
```
### Setting Up
For the purpose of the demo, you have to set `OPENAI_API_KEY` to start with but you can choose any llm by changing the configuration easily.
### Installation Commands
<CodeGroup>
```bash without docker
ec create-app my-app
cd my-app
ec start
```
```bash with docker
ec create-app my-app --docker
cd my-app
ec start --docker
```
</CodeGroup>
### What Happens Next?
1. Embedchain fetches a full stack template (FastAPI backend, Next.JS frontend).
2. Installs required components.
3. Launches both frontend and backend servers.
### See It In Action
Open http://localhost:3000 to view the chat UI.
### Admin Panel
Check out the Embedchain admin panel to see the document chunks for your RAG application.
### API Server
If you want to access the API server, you can do so at http://localhost:8000/docs.
You can customize the UI and code as per your requirements.
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