Introduction
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Much of the AI capabilities Azure AI Search provides are handled by the Azure OpenAI service.
Azure OpenAI offers a range of models, including language and embedding models among others, which are essential components for enabling RAG with Azure AI Search.
Azure OpenAI allows access to its features via REST APIs, making it possible to integrate these with Azure AI Search, or use them directly.
That being said, there are some restrictions you need to know when using Azure OpenAI with Azure AI Search. A good understanding of the power of Azure OpenAI will help you know not just when and how to use it, but how to do so ethically.
By the end of this lesson, you will learn to:
- Connect Azure AI Search with Azure OpenAI Service for RAG.
- Implement prompt engineering techniques for effective RAG.
- Handle context windowing and chunking for optimal retrieval.