36 lines
1.2 KiB
Plaintext
36 lines
1.2 KiB
Plaintext
---
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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 comand.
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## Prerequisite
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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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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 command:
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```bash
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ec runserver
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```
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Once you run this command, Embedchain does the following:
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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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Once you are done, visit `http://localhost:3000` and you will see a chat UI as shown below.
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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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