my-project-public

repository

loading code, commits, and activity

repositories

loading repo index

my-project-public — gitlawb

#1	---
#2	title: 'Modal.com'
#3	description: 'Deploy your RAG application to modal.com platform'
#4	---
#5
#6	Embedchain has a nice and simple abstraction on top of the [Modal.com](https://modal.com/) tools to let developers deploy RAG application to modal.com platform seamlessly.
#7
#8	Follow the instructions given below to deploy your first application quickly:
#9
#10
#11	## Step-1 Create RAG application:
#12
#13	We provide a command line utility called `ec` in embedchain that inherits the template for `modal.com` platform and help you deploy the app. Follow the instructions to create a modal.com app using the template provided:
#14
#15
#16	```bash Create application
#17	pip install embedchain[modal]
#18	mkdir my-rag-app
#19	ec create --template=modal.com
#20	```
#21
#22	This `create` command will open a browser window and ask you to login to your modal.com account and will generate a directory structure like this:
#23
#24	```bash
#25	├── app.py
#26	├── .env
#27	├── .env.example
#28	├── embedchain.json
#29	└── requirements.txt
#30	```
#31
#32	Feel free to edit the files as required.
#33	- `app.py`: Contains API app code
#34	- `.env`: Contains environment variables for production
#35	- `.env.example`: Contains dummy environment variables (can ignore this file)
#36	- `embedchain.json`: Contains embedchain specific configuration for deployment (you don't need to configure this)
#37	- `requirements.txt`: Contains python dependencies for your FastAPI application
#38
#39	## Step-2: Test app locally
#40
#41	You can run the app locally by simply doing:
#42
#43	```bash Run locally
#44	pip install -r requirements.txt
#45	ec dev
#46	```
#47
#48	## Step-3: Deploy to modal.com
#49
#50	You can deploy to modal.com using the following command:
#51	```bash Deploy app
#52	ec deploy
#53	```
#54
#55	Once this step finished, it will provide you with the deployment endpoint where you can access the app live. It will look something like this (Swagger docs):
#56
#57	<img src="/images/fly_io.png" />
#58
#59	## Seeking help?
#60
#61	If you run into issues with deployment, please feel free to reach out to us via any of the following methods:
#62
#63	<Snippet file="get-help.mdx" />
#64

z6Mkq5mY3JWtxoxUobWcfNHm7AkRubgSWEZTkBVqZXJviFZ5/my-project-public