Graphrag vs azure ai search?

[HuskyDanny]

Hi Team,

I am very newbie at graphrag, I am using azure ai search for the basic RAG and I saw the general idea of graphrag is excellent and could be applied to all the private data we have, which creates the question "Should I abandon azure ai search and pursue graphrag for future data?".

Correct me if I were wrong. I am seeing this graphrag is a service which only requires open ai services and storage service like azure storage account, and all the graph content is on the storage account and we will directly query on the service to get the relevant data. I am not sure what is the plan on azure ai search itself, but it seems to me like a decision to make for new integrations.

Any thought is appreciated!