Integrate with Azure AI Search (vectorDB)

[trungtly]

Is your feature request related to a problem? Please describe.
Integrate with Azure AI Search (formerly known as Azure Cognitive Search) as a vectorDB
Llamaindex: https://docs.llamaindex.ai/en/stable/examples/vector_stores/CognitiveSearchIndexDemo.html
Langchain: https://python.langchain.com/docs/integrations/vectorstores/azuresearch

Describe the solution you'd like
Azure AI Search is fundamentally a vectorDB with its own default embedder.

Additional context
Useful for enterprise use cases that rely on Azure ecosystem.

[isfuku]

Can you assign this to me? I already have an implementation for the document store following the protocol, and the retrievers. I closely followed the OpenSearch implementation.

[cjayb-norlys]

hey there, is there an update on this? +1 to the OP point on "enterprise use case" :)

[touhi99]

+1 if any update on it? high demanding with Azure-stack RAG system in enterprise :)

[chethanuk]

+1

[Amnah199]

Closing this issue as it is being tracked in #950.