[Feature] Add support for docker in fullstack app (#1134)
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title: '💻 Full stack'
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---
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Embedchain provides a clean and simple cli utility that lets you create full-stack RAG applications locally with a single command.
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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.
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## Prerequisite
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## Prerequisites
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Choose your setup method:
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### Without Docker
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Ensure these are installed:
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Make sure that you have installed the following:
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- Embedchain python package (`pip install embedchain`)
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- [Node.js](https://docs.npmjs.com/downloading-and-installing-node-js-and-npm) and [Yarn](https://classic.yarnpkg.com/lang/en/docs/install/)
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## Get started
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### With Docker
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Install Docker from [Docker's official website](https://docs.docker.com/engine/install/).
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## Quick Start Guide
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### Setting Up
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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.
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Now run the following commands:
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### Installation Commands
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```bash
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<CodeGroup>
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```bash without docker
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ec create-app my-app
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cd my-app
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ec start
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```
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Once you run this command, Embedchain does the following:
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```bash with docker
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ec create-app my-app --docker
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cd my-app
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ec start --docker
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```
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1. Fetch full stack template that uses FastAPI for backend, and Next.JS template for frontend
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2. Install necessary requirements
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3. Launch the frontend and backend server for you to interact with
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</CodeGroup>
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Once you are done, visit `http://localhost:3000` and you will see a chat UI as shown below.
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### What Happens Next?
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1. Embedchain fetches a full stack template (FastAPI backend, Next.JS frontend).
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2. Installs required components.
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3. Launches both frontend and backend servers.
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### See It In Action
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Open http://localhost:3000 to view the chat UI.
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You can navigate to [Embedchain admin panel] where you can see the chunks created for your documents that you ingested for your RAG application. Below is a screenshot for the same:
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### Admin Panel
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Check out the Embedchain admin panel to see the document chunks for your RAG application.
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