How to Create the Interface for a QA System in Streamlit
Learn how to enhance your QA system's interface using Streamlit to create an interactive application for file uploads and query inputs.
By now, we have a good idea of the basics of Streamlit, and we've seen how powerful and flexible it can be for building web applications. In this lesson, we’ll focus on taking our QA system to the next level by enhancing its interface with some essential functions from Streamlit: st.file_uploader
and st.text_input
.
These functions will help us create a more interactive and user-friendly experience. Whether it’s allowing users to upload their own files for analysis, typing in their questions directly, or organizing multiple inputs efficiently, these functions will make our QA system more dynamic and responsive.
How to upload files in Streamlit
We’ll start with st.file_uploader
, which lets users easily upload documents or data files for our system to process. This is crucial for handling user-provided content and making our application more versatile. Imagine you’re building a house. The st.file_uploader
is like a door where users can bring their own files into the app. It’s a simple and effective way to let users upload documents or data that our QA system will analyze. Let’s learn how to implement this feature and handle the uploaded files efficiently. Here’s a simple example to get started:
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