📄️ 0. Introduction
This syllabus is part of the course on creating virtual agents using LLMS taught at Mbarara University of Science & Technology (MUST). For more information, visit https://www.must.ac.ug/event/artifical-intelligence-creating-virtual-agents-using-llms-by-dries-van-hansewijck/
📄️ 1. Introduction to GenAI and LLMs
Overview
📄️ 2. History of LLMs in the Broader AI Context
Timeline and Milestones in LLM Development
📄️ 3. Overview of Current Market Players in LLMs
Major LLM Providers
📄️ 4. Emerging Trends
Key Trends in LLM Development
📄️ 5. Prompting Part 1
Understanding Prompts in LLMs
📄️ 6. Assignment Introduction
Assignment Overview
📄️ 7. LLM Playground and Custom GPT Creation
LLM Playground and Custom GPT Creation
🗃️ 8. Prompting Part 2
2 items
📄️ 9. LLM Jailbreaking and Mitigation Actions
What is LLM Jailbreaking?
🗃️ 10. Retrieval Augmented Generation (RAG)
3 items
🗃️ 11. Assignment Assistant with RAG
1 item
🗃️ 12. Full Virtual Assistant Example
3 items