Web app deployment easy with anvil

1. What is anvil platform 🙄

Anvil is a platform for building full-stack web apps entirely in Python. It makes it easy to build and deploy full-stack machine learning apps. It is easy-to-use and open-source. We will use the framework for this build.

Deployment is not a easy task without a great tool right 🤔, I face this deployment problem in my machine learning project. The rough idea behind anvil is mention below

Also we can run onsite network by using private onsite anvil installation in same way.

The anvil server basically give the output to the executable machine learning model in jupyter notebook and predict this output with high accuracy according to the model and send the information to the anvil server. Finally we can get the result and display on anvil UI.

2. Why anvil 💁🏻‍♂️💁🏻‍♀️

• Drag-and-drop designer. Know More

• Instant deployment. Know more

• Postgres-backed database. Know more

• Built-in integrations. Know more

• Git version control. Know more

• Web development made simple.

3. How deployment works here 🚀

• Set up a Jupyter Notebook
• Connect it to an Anvil app
• Make a UI

Step 1: login into anvil and click create app option

Click on the setting button on upper left corner and click in uplink option

Enable the uplink option and copy the uplink key for leter use

Finally install anvil in your local system

pip install anvil-uplink

Step 2: Setup the uplink to jupyter notebook

Use the uplink key here to connect the UI

Step 3: Finally design UI

Setup the server uplink with the UI and click on run button on the top of the page.

Finally publish your app and share the public url

4. Advantages of using anvil 🧭

• Manage APIs

• User authentication

• Built-in Integrations

• Running tasks in the background

• Manage UI

• User Interfaces and Client Code

• Version control

• Server Modules

• Structuring your app

• Building Secure Apps by Encrypting Secret Data

• Uplink: Code outside Anvil( Server Uplink & clint uplink)

5. Get Involve 🚩

• Twitter 🖱

• Linkedin 🖱

• Dev 🖱

• Youtube 🖱

6. Resources

🚩 https://anvil.works/

🚩 https://anvil.works/docs/overview

🚩 https://anvil.works/learn/tutorials/feedback-form

🚩 https://www.youtube.com/c/Anvil-works

That's all for this blog, I hope you will learn something new. And feel free to share your thoughts and feedback, Thanks for reading.

Feel free to reach out me 👀

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Github 🖱