AI workshops

This repo includes the materials for GenAI workshops. The materials were prepared by Daniel Whitenack for live attendees. However, others might benefit from them as they build generative AI applications.

GenAI Engineering - Composable Building Blocks

1. example1 - Basic LLM Chatbot
2. example2 - Naive RAG
3. example3 - LLM testing
4. example4 - Advanced RAG
5. example5 - Text-to-SQL/ Tool calling
6. example6 - Safeguarding LLM Applications

GenAI Development - From Zero to AI Engineer

1. example1 - Accessing LLMs
2. example2 - Prompt formats
3. example3 - Basic Prompting
4. example4 - Prompt Engineering
5. example5 - Chatbot
6. example6 - Chaining and Augmentation