Learn how to build Retrieval-Augmented Generation (RAG) solutions using Azure AI Search, combining vector and traditional search methods for powerful, domain-specific information retrieval.
This module provides a practical introduction to implementing RAG with Azure AI Search, focusing on hybrid search techniques and integration with Azure OpenAI Service.
You will analyze Azure AI Search’s RAG capabilities in comparison to custom LangChain solutions, focusing on cost, ease of use, and flexibility.
By implementing hybrid search systems and evaluating their effectiveness in domain-specific applications, you’ll gain the expertise to build efficient and scalable retrieval solutions.
By Godfred Afful.
This lesson revisits Retrieval-Augmented Generation using Azure AI search instead of LangChain, including a high-level comparison of services. It will teach you about trade-offs in terms of cost, difficulty, and flexibility.
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