April 2026
Intermediate
395 pages
13h 22m
English
Content preview from Generative AI with Python
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8.3 Self-Contained App Development
Before we can deploy anything, we need an app that we want to share with the world. We’ll develop an app that is based on an agentic system consisting of two agents. These two agents work autonomously and discuss a controversial topic. The next question is which framework to choose for developing the web application. For quick prototyping, we usually use Streamlit. But first, let’s look at of some other frameworks as well:
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Streamlit is a lightweight framework for quick prototyping. With built-in widgets like sliders, buttons, and charts, Streamlit is ideal for data scientists to quickly develop POCs.
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Gradio focuses on machine learning models. It also allows user-friendly web interfaces with minimal effort. ...
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