AI by Example

Learn AI and LLM techniques through annotated, hands-on examples.

AI by Example is a hands-on introduction to working with AI and large language models. Each example demonstrates a specific technique with real prompts and responses you can try yourself.

• 1. Hello World
• 2. Summarization
• 3. Translation
• 4. Code Generation
• 5. Explaining Code
• 6. Classification
• 7. Extraction
• 8. Rewriting
• 9. Chain of Thought
• 10. Few-Shot Prompting
• 11. System Prompts
• 12. Conversation
• 13. RAG
• 14. Function Calling
• 15. Embeddings