Azure Cognitive Search AMA: Vector search, Azure OpenAI Service, generative apps, plugins & more

Event details

In this session we’ll answer questions about the emerging Retrieval-Augmented Generation pattern and how you can use Azure OpenAI service and Azure Cognitive Search to implement it today in your appl...

EricStarker

Updated Jul 25, 2023

azure ai search

openai

jasoneilif

Copper Contributor

Jul 25, 2023

How will vector search change or improve upon the pattern in the blog post here https://techcommunity.microsoft.com/t5/ai-applied-ai-blog/revolutionize-your-enterprise-data-with-chatgpt-next-gen-apps-w/ba-p/3762087 and sample code here https://github.com/Azure-Samples/azure-search-openai-demo?

liamca-msft
Microsoft
Jul 25, 2023
Jason, you are absolutely correct that vector search will have a very positive impact on this from the ability to get the most relevant results, and we have already updated the sample to leverage vectors (check out the "embedding" field).

In fact, we believe that it is best to leverage Hybrid Search along with the reranking layer of Semantic Search to get the best results. I talk a bit about Hybrid Search in my blog post.