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AI

Build and deploy a functional OpenAI-powered chatbot web app using Python

12 lessons
4 weeks
1200 XP
Your progress0 / 1200 XP
Click a lesson to start learning!
Lessons
1
Welcome to the World of Artificial Intelligence
Understand core AI concepts and set up your Python development environment
Quick winBeginnerMilestone
+50 XP
~5 min
2
How Large Language Models Actually Work
Explore transformers, tokens, and how LLMs predict the next word
TheoryBeginner
+50 XP
~6 min
3
Configuring Your OpenAI API Developer Account
Secure your API keys and understand usage costs and rate limits
Quick winPractice
+75 XP
~7 min
4
Making Your First Python API Call
Write a simple script to send prompts to GPT models
PracticeMilestoneMilestone
+75 XP
~8 min
5
Mastering System Messages and Prompt Engineering
Learn to guide AI behavior using specific system instructions and personas
TheoryIntermediate
+100 XP
~10 min
6
Managing Conversation History and Context Windows
Implement message lists to give your chatbot a short-term memory
IntermediatePracticeMilestone
+100 XP
~11 min
7
Introduction to the Streamlit Web Framework
Build a basic web interface using only Python code
PracticeBeginner
+100 XP
~12 min
8
Integrating OpenAI Logic into Streamlit UI
Connect your Python AI script to the interactive web frontend
PracticeMilestoneMilestone
+125 XP
~14 min
9
Handling API Errors and Streaming Responses
Learn to manage timeouts and display text as it generates
AdvancedTheory
+125 XP
~15 min
10
Secret Management and Deployment Preparation
Securely store environment variables and clean your code for production
AdvancedPractice
+125 XP
~16 min
11
Deploying Your App to the Cloud
Upload your code to GitHub and deploy live on Streamlit Cloud
ProjectMilestone
+125 XP
~18 min
12
Final Capstone Your Live Chatbot Portfolio
Tying it all together with a fully functional, public AI web app
ProjectMilestoneMilestone
+150 XP
~20 min

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