Global AI Bootcamp

This is a recorded stream from PyLadies Amsterdam "Global AI Bootcamp" on the 27th of March 2024. Join us for an inspiring annual event that occurs worldwide, where developers and AI enthusiasts can learn about AI through workshops, sessions, and discussions. Workshop: Learn how to interact with OpenAI models This is a 75-minute workshop that will give you a hands-on introduction to the core concepts and best practices for interacting with OpenAI models. By the end of this workshop, you should be able to: - Describe GPT model capabilities and implementation - Understand prompt engineering concepts and best practices - Apply prompt engineering techniques to your generative AI solutions Timeline: 00:00:13 - Introduction 00:03:50 - Workshop theory part 1: Basic prompting, conversation history, prompt engineering techniques (zero-shot learning, few-shot learning, break the task down, chain of thought prompting) 00:12:24 - Workshop setup 00:22:20 - Workshop exercises part 1 01:10:50 - Workshop theory part 2: System message, safety features in Azure AI, add knowledge (RAG - Retrieval-Augmented Generation), function calling 01:17:25 - Workshop exercises part 2 01:48:50 - Conclusion, Q&A and Announcements GitHub repo: https://github.com/pyladiesams/global-ai-bootcamp-mar2024