RAG with Azure AI: why your retrieval strategy matters AMA

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Retrieval-augmented generation (RAG) allows you to build GenAI applications that use your own data, to optimize LLM performance. Join our AMA to ask us about RAG, vector databases, running RAG...

EricStarker

Updated Feb 14, 2024

Senthil Gopal

Copper Contributor

Feb 14, 2024

What are some best practices for optimizing the performance of Large Language Models (LLMs) using retrieval-augmented generation (RAG) with vector databases, particularly when running them with Azure AI?

gia_mondragon
Microsoft
Feb 14, 2024
A) If you refer to retrieval optimization, please take a look at: Azure AI Search: https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/azure-ai-search-outperforming-vector-search-with-hybrid/ba-p/3929167