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

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

​
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.

Was this page helpful?

❓ FAQs🛠️ LangSmith