TablestoreVectorStore check the Dimension of the embedding when writing it to store.

[xjtushilei]

Description

Adding checks: TablestoreVectorStore check the Dimension of the embedding when writing it to store.

Type of Change

Please delete options that are not relevant.

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

How Has This Been Tested?

Your pull-request will likely not be merged unless it is covered by some form of impactful unit testing.

• I added new unit tests to cover this change
• I believe this change is already covered by existing unit tests

Suggested Checklist:

• I have performed a self-review of my own code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• I have added Google Colab support for the newly added notebooks.
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• [ x New and existing unit tests pass locally with my changes
• I ran make format; make lint to appease the lint gods

[xjtushilei]

@logan-markewich Hello, can you help me take a look at my review when you are free?