Developing LLM App Frontends with Streamlit
1h 43m 52s
English
Paid
Course description
This byte-sized course will teach Streamlit fundamentals and how to use Streamlit to create a frontend for your LLM-powered applications.
Read more about the course
In this project-based course you'll learn to use Streamlit to create a frontend for an LLM-powered Q&A application. Streamlit is an open-source Python library that simplifies the creation and sharing of custom frontends for machine learning and data science apps with the world.
Watch Online
0:00
/ #1: Introduction
All Course Lessons (20)
| # | Lesson Title | Duration | Access |
|---|---|---|---|
| 1 | Introduction Demo | 03:08 | |
| 2 | Introduction to Streamlit | 04:15 | |
| 3 | Streamlit Main Concepts | 05:28 | |
| 4 | Displaying Data on the Screen: st.write() and Magic | 05:32 | |
| 5 | Widgets Part 1: text_input, number_input, button | 05:10 | |
| 6 | Widgets Part 2: checkbox, radio, select | 07:25 | |
| 7 | Widgets Part 3: slider, file_uploader, camera_input, image | 08:15 | |
| 8 | Layout: Sidebar | 01:57 | |
| 9 | Layout: Columns | 04:30 | |
| 10 | Layout: Expander | 02:10 | |
| 11 | Displaying a Progress Bar | 03:08 | |
| 12 | Session State | 07:35 | |
| 13 | Callbacks | 06:08 | |
| 14 | Project Introduction and Library Installation | 04:09 | |
| 15 | Defining Functions | 06:14 | |
| 16 | Creating the Sidebar | 06:04 | |
| 17 | Reading, Chunking, and Embedding Data | 06:22 | |
| 18 | Asking Questions and Getting Answers | 05:25 | |
| 19 | Saving the Chat History | 06:00 | |
| 20 | Clearing Session State History using Callback Functions | 04:57 |
Unlock unlimited learning
Get instant access to all 19 lessons in this course, plus thousands of other premium courses. One subscription, unlimited knowledge.
Learn more about subscriptionComments
0 commentsWant to join the conversation?
Sign in to commentSimilar courses
Complete Backend (API) Development with Python A-Z
Sources: udemy
This course for anyone who wants to be python backend developer. You will learn what is API and some python API frameworks. You will find all the fundamentals about backend deve...
12 hours 35 minutes 9 seconds
The Ultimate Django Series: Part 2
Sources: codewithmosh (Mosh Hamedani)
Do you want to take your Django skills to the next level and become that professional back-end developer that companies love to hire? This is exactly the course you need.
5 hours 41 minutes 6 seconds
A/B Testing for Data Science
Sources: LunarTech
Stand out in the competitive job market in the field of data science. Master A/B testing - a skill highly valued by employers. Learn...
1 hour 47 minutes 56 seconds
[Full Stack] Airbnb Clone Coding
Sources: Nomad Coders
In this series, we make an AirBnb clone. We will develop a complete stack that runs the entire loop, including front + back + distribution. As a result, after this course you wi...
29 hours 47 minutes 6 seconds