Unlock the power of Artificial Intelligence on Microsoft Azure. This episode explores core AI capabilities—Generative AI, Computer Vision, and NLP—and details the Azure AI service suite, including specialized APIs like Azure OpenAI.

In this episode, we demystify the world of Generative AI. We'll explore the core technology that powers applications like Microsoft Copilot, breaking down key concepts like the transformer architecture, tokenization, and the attention mechanism. We'll also discuss the difference between Large Language Models (LLMs) and Small Language Models (SLMs) and how they are used to create original content from simple text prompts. Finally, we'll dive deep into Microsoft Copilot's integration across a range of Microsoft applications, from Word to Dynamics 365, and discuss how businesses can use tools like Copilot Studio to build their own custom AI agents.

Are you looking to build powerful, intelligent search experiences for your applications? This episode dives deep into Microsoft's Azure AI Search, a Platform as a Service (PaaS) solution that goes far beyond simple keyword matching.

Join us as we explore the core concepts of knowledge mining and how Azure AI Search makes it accessible. We'll break down its key features, including:

• Ingesting data from a wide range of sources.

• The power of vector search and other advanced search and analysis capabilities.

• Leveraging AI enrichment to extract valuable insights and structure from unstructured data.

• Linguistic analysis that supports a remarkable 56 languages.

We’ll also walk through the anatomy of a search solution, explaining the critical role of the indexing pipeline in transforming your raw data into a rich, searchable index. Finally, we’ll cover the practical steps of creating and querying an index, from using the user-friendly Azure Portal to understanding different query syntaxes.

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