SpringAI

Acest eveniment este sustinut in limba romana!
This event is held in Romanian!

https://www.youtube.com/watch?v=520n3lwVwLY

18:00 - 18:15 Intro
by Vlad Iliescu, Daniel Costea

18:15 - 19:00 Prompt Engineering: 0 to 100 Real Quick
by Vlad Iliescu

We delve into the mechanics of large language models (LLMs), primarily focusing on GPT models. You'll get a clear understanding of these models, their capabilities and how they are manipulated to perform specific tasks.

The talk then zeroes in on prompt engineering. We draw the distinction between zero-shot and few-shot prompting, and system versus user prompts. This gives insight into guiding AI models to generate better responses – a crucial skill in the AI landscape.

By the end of the session, you'll have a firm grasp of how LLMs work, along with the concepts and best practices of prompt engineering. This knowledge will enable you to apply these techniques to your generative AI solutions.

19:00 - 19:45 Deep dive into Microsoft Semantic Kernel Agents powered by OpenAI Assistants
by Daniel Costea

Creating agents with the Microsoft Semantic Kernel using OpenAI GPT Assistants is an intriguing approach for handling complex problem-solving tasks. It uses AI to coordinate the work among multiple assistants. Each assistant has its own persona and tools. The days of manually managing conversation states and chat threads are behind us. Now, with the support of AI assistants, we can have conversations that remember their context.

In this session I explore how these assistants can interact in three different scenarios:

• hierarchical chat agents (interactive chat)
• joint chat agents (interactive chat)
• agent powered by agents as plugins chat (one prompt chat)

For this, I have created four agents, each representing a different hero: Jack Sparrow, Don Quijote, Shakespeare, and Yoda. Additionally, I have a dialogue writer agent that takes a dialogue script and brings these heroes to life.

Well, let's see what happens when Jack Sparrow is messing up with Don Quijote!

19:45 - 20:45 Day to Day AI: Insights from MVPs
by Mihaela Ghidersa, Gabriel Enea, Daniel Costea, Vlad Iliescu

Our panel of Microsoft MVPs will share insights on the practical applications of AI. They'll discuss their everyday work, the tools and models they use, and why they make these choices. The hurdles they encounter with AI, alongside the elements that excite them, will also be revealed.

They will compare local and cloud models in regards to data privacy, cost, and performance while at the same exploring AI's role in software development, its potential for automation, and the associated ethical responsibilities. This discussion will illuminate the balance between technological innovation and ethical considerations.

The session concludes with our MVPs offering advice for those starting their AI journey. This panel serves as an insightful guide, from practical applications to future predictions.