In this insightful 75-minute lecture, Alon Fliess, CTO of ZioNet and a recognized Microsoft Regional Director & Microsoft Azure MVP, delves into the fascinating world of Generative AI with a focus on Large Language Models (LLMs).
The lecture will explore the core components of LLM processing, including tokenizing text into manageable units, embedding these tokens into numerical vectors, utilizing transformer architectures to understand contextual relationships, and configuring the output layer for specific tasks such as text generation or classification.
The session will also explore prompt engineering and introduce various base models.
A highlight of the lecture will be an exploration of CoPilot tools, followed by an in-depth examination of how to embed LLM capabilities into your applications using the Azure OpenAI API. Practical demonstrations will illustrate how to become part of the ChatGPT ecosystem by implementing a ChatGPT plugin, empowering developers to create custom AI-powered experiences.
Concluding with a discussion on advanced tools like Auto-GPT, this lecture promises to be an engaging and informative experience for those already using LLM, ChatGPT, and CoPilot. Whether you want to deepen your understanding of generative AI or explore new ways to integrate it into your work, this lecture offers valuable insights and practical guidance.