Build Machine Learning Prototypes lightning fast!

Fast Dash makes prototyping and deploying machine learning web applications lightning fast!

Kedar Dabhadkar
5 min readApr 22, 2022


Fast Dash makes prototyping machine learning web applications a breeze. Using Fast Dash, data scientists can build a user interface for their models in under ten lines of code.

Image by author

Here’s how easy it is to build a simple text-to-text model prototype:

Generated by author using

And here’s the result:

A simple text-to-text web application built with Fast Dash. Image by author

To install Fast Dash,

pip install fast-dash

Key features:

  • Multiple simultaneous input and output components.
  • Supports all Dash components — text, audio, video, images.
  • Highly customizable and scalable.
  • Build fast and iterate.
  • Detailed documentation.
  • Open-source and free to use.



Kedar Dabhadkar

Data Scientist | Loves discussing applied deep learning, technology, engineering, water, hydrology, and business.