💻 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
• With Docker

Without Docker

Ensure these are installed:

• Embedchain python package (pip install embedchain)
• Node.js and Yarn

With Docker

Install Docker from Docker's official website.

Quick Start Guide

Install the package

Before proceeding, make sure you have the Embedchain package installed.

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

ec create-app my-app
cd my-app
ec start

ec create-app my-app --docker
cd my-app
ec start --docker

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.