Quickly deploy ML WebApps from Google Colab using ngrok

This video demos how to quickly and also temporarily deploy ML Web Applications from Google Colab (Web App built using JupyterDash, Streamlit, Voila, Plotly Dash, Flask or Django) using ngrok that gives you a public URL that can be shared with anyone in the world.

Please note, you need an ngrok account and its authtoken to replicate this.

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[yoniziv]

This was the simplest implementation I've found! thank you so much

[im_levitatin]

Thank you so much... Understood clearly even though I am a beginner👍😊

[kyomdonalddogo]

good day sir. Sir I have an NMT model that uses encoder decoder structure with attention. I have already developed it. However, the problem is to develop the backend of the model. Any tips sir? Thank you

[orjihvy]

What are security issues to address when using ngrok? If there are any. Thanks

[matanakhni]

Best explanation ever. Who are you man? Awesome. Please upload more vids. Easiest way well done 🙏👍 kudos

[Phiwipuss]

How do I run a function not associated with Dash and print the output using Dash?

[chinamatt]

Thanks to @0xfsec answer:
If you run into problem with the ngrok url, replace:
public_url = ngrok.connect(port='8050')
with
public_url = ngrok.connect(8050, bind_tls=True)

[PRIYANKASINGH-dvku]

Hello I am getting earlier cell output while running the command
It doesn't give me the URL

[oxmmhcu]

hi, first thank you for your support, while trying to run:
it results: TypeError: run_simple() got an unexpected keyword argument 'mode'
any help please???

[jcmachicao]

I have manage to issue the localhost with Dash, but it pops out an error in graph.figure because it doesn't allow multiple outputs. How I can solve that? Thanks

[jessekelly]

Could you use this web application for an auto encoder network?

In other words, how easy is it to customize the web application to the point where you can add a button for uploading input files?

[orjihvy]

Are Streamlit and Jupyter Dash similar tools? I use Streamlit but first time to hear about Dash. Do you recommend one over the other?

[gssnhimabindu]

Thanks!
I had a doubt.. What are the alternatives to the paid version of this (I need a permanent URL)?

[vend]

please tell me how to delete ngrok active sessions. Its giving error that I cannot host more than 4 sessions.

[sawantatharv]

I have a doubt how can I connect u it's urgent .

[hugo]

Hey! I got a websystem built in React, and want to implement my ML model from colab without having to translate to TensorFlow. Hope it works

[devruppbanerjee]

For how much time will it remain live. Till the time we r logged in to our collab?

[randalltaylor]

hello. When I try to utilize the ) i receive a ConnectionRefusederror within colab. Do you know how to address this?

[Aboutish]

I am having a Type error in PLEASE HELP!

[yeeping]

Is it possible to run Django in Colab and then use ngrok?