Build your own ChatGPT

Create an AI chatbot with natural language processing capabilities.

advanced
LLMs
Transformers
Tokenization
Neural Networks
API Design

About this challenge

Build a ChatGPT-like conversational AI by understanding modern language models. You will implement tokenization, manage conversation context, and create an intuitive chat interface while learning about transformer architectures and prompt engineering.

What you will build

  • A conversational AI interface with chat history
  • Text tokenization and preprocessing pipeline
  • Integration with language model APIs
  • Context management and conversation flow

What you will learn

  • Large Language Model fundamentals
  • Transformer architecture basics
  • Prompt engineering and optimization
  • Building responsive chat interfaces

Getting started

There is no backend work wired yet. When enabled, you will be able to enroll, track progress, and earn badges for completing stages.

For now, explore the curriculum and prepare your environment.

  • Skim all stages to understand the scope
  • Decide your implementation language
  • Set up a project with tests and formatter