Optimize Request for Embedding in Vector Store

[ricken07]

Currently, vector store automatically calls the embedding client to generate the document embedding without checking whether the document already had an embedding.

In this PR, I first check if the document doesn't already have an embedding before calling the client to generate an embedding. This prevents too many calls to generate an embedding.

• Tests are green for impacted vector stores