Explore the fundamentals of generative AI, its core models, capabilities, and real-world applications. Learn how to integrate AI into your workflows using Azure OpenAI, Cognitive Services, and AI Builder while following best practices for responsible AI development

Plongez dans l'évolution des technologies vocales au service des podcasts et de la vidéo avec les technologies Azure OpenAI, HeyGen, Kling, Suno et plus… Un VidéoCast Une démo pour Halloween

Very few advancements in technology have been so disruptive like Open AI's Chat GPT: thanks to its capability of handling unstructured data, and the ease of customization of its behaviour, we can now bring our applications to a level never seen before.

This talk presents a look at Azure OpenAI from the point of view of an application developer and show how we can leverage all its horsepower in our ASP.NET Core and Blazor solution to provide functionalities which were simply unthinkable just a few months ago.

During this talk we'll demonstrate some practical examples of how to do that: as a first step, we'll familiarise with the GPT's deployment model and completion API, and then shift our usage model from a simple chat to something closer to a programmable AI model. We'll show how, simply engineering the requests, we can bend its behaviour to accomplish a whole sort of different tasks, and how using functions will allow us to integrate it with the rest of services our application exposes.

As a last step, we'll then be tackling integration with our data. On one end, we'll learn how to use embeddings and vector search over our datasets, and what are the benefits of it. Then, we'll combine GPT models with Azure Synapse to perform data analysis over big data files.

AI might soon handle 80% of coding. With 1 million developers using AI to code faster, we ask: What's next for developers? There's concern, but at Microsoft, we're optimistic. I'll share our research on how to stay in the 'Flow' – a focused coding state. We'll look at how AI, easy access, and coding come together. We don't see AI as a replacement, but as a helpful tool to boost creativity and improve work.

In a session rich with live demonstrations, explore innovative strategies designed to enhance your developer workflow, utilizing tools such as Azure OpenAI, the Azure Developer CLI, and GitHub Copilot. Rory will unveil insights from Microsoft’s extensive research on maintaining the 'Flow' - a state of concentrated and focused coding.

Get introduced to Semantic Kernel for developers, covering essential components such as the kernel SDK, planner, memories, and connectors. Learn through examples and applications.

Get introduced to Semantic Kernel for developers, covering essential components such as the kernel SDK, planner, memories, and connectors. Learn through examples and applications.

Learn how to harness the power of Azure OpenAI in Power Apps and Power Automate, tailored specifically for citizen developers. Includes hands-on exercises and real-world examples.

Learn how to harness the power of Azure OpenAI in Power Apps and Power Automate, tailored specifically for citizen developers. Includes hands-on exercises and real-world examples.

Dive into the basics of Prompt Engineering, exploring different techniques, with examples and incorporating safety and moderation features.

Dive into the basics of Prompt Engineering, exploring different techniques, with examples and incorporating safety and moderation features.

Begin your journey with a comprehensive overview of Azure OpenAI and responsible AI. Understand the core concepts, different models and leveraging Azure OpenAI Studio.

Begin your journey with a comprehensive overview of Azure OpenAI and responsible AI. Understand the core concepts, different models and leveraging Azure OpenAI Studio.