Streamlit is an open-source app framework (a Python package) that gives us the power for creating nice-looking apps without any front-end development knowledge.

Streamlit, acquired by Snowflake in March 2022, enables tens of thousands of data scientists and other developers to easily build data applications with Python using its open source framework.

Streamlit integration, which had previously been in public preview, is now generally available, allowing developers to build data analytics and machine learning models in Python on top of Snowflake.

What Invoke does: Pythonic remote execution – i.e., perform admin tasks using a Python library. Why use Invoke: Using Python as a replacement for common shell scripting tasks makes a world of sense.

Snowflake helps customers store and manage oodles of data in the cloud without cloud vendor lock-in. Streamlit is a startup that developed a popular open source project for building data-based apps.