Summary

This chapter was very important since we learned how to integrate AI into our web applications.

AI is a highly disruptive technology that can completely change the game when managed and leveraged properly in our applications. In this chapter, we learned that it is possible to include AI models developed and trained separately in Streamlit. Several packages and tools can create AI models, and almost all these models can be included in Streamlit; it’s only a matter of checking the proper documentation and following the rules.

Loading AI models into our web applications is only one part of the process since each model needs to be fed information in a specific format. For this reason, all the data we provide as input to the model that we decide to use must be pre-processed so that it’s compliant with that specific format. This is the reason why we spent a good amount of our time manipulating and transforming the image of the X-ray we uploaded in a format that...