Developing LLM App Frontends with Streamlit

1h 43m 52s
English
Paid

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 Developing LLM App Frontends with Streamlit

Join premium to watch
Go to premium
# Title Duration
1 Introduction 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

Similar courses to Developing LLM App Frontends with Streamlit

Advanced FrontEnds

Advanced FrontEndsGary Simon

Category: Three.js, Other (Frontend)
Duration 8 hours 58 minutes 38 seconds
The Software Designer Mindset (COMPLETE)

The Software Designer Mindset (COMPLETE)ArjanCodes

Category: Others, Python
Duration 14 hours 32 minutes 58 seconds
Django 3 - Full Stack Websites with Python Web Development

Django 3 - Full Stack Websites with Python Web Developmentudemy

Category: Python, Django
Duration 8 hours 25 minutes 19 seconds
Responsive LLM Applications with Server-Sent Events

Responsive LLM Applications with Server-Sent Eventsfullstack.io

Category: TypeScript, React.js, Python
Duration 1 hour 18 minutes 18 seconds
AI Coding with Jupyter AI

AI Coding with Jupyter AIzerotomastery.io

Category: Python
Duration 46 minutes 33 seconds
2022 Python for Machine Learning & Data Science Masterclass

2022 Python for Machine Learning & Data Science Masterclassudemy

Category: Python, Data processing and analysis
Duration 44 hours 5 minutes 31 seconds
CS50's Web Programming with Python and JavaScript

CS50's Web Programming with Python and JavaScriptHarvardX (Harvard University)

Category: JavaScript, Python
Duration 14 hours 3 minutes 25 seconds
 Code With Antonio Workshops

Code With Antonio WorkshopsCode With Antonio

Category: Other (Frontend)
Duration 17 hours 3 minutes 7 seconds