Support for MemoryDB client

[baswanth09]

Draft of a MemoryDB client.
The vector search for MemoryDB was announced back in Dec 2023. As we are approaching our GA release, would like get initial feedback.

Co-authored-by:
Hassaan Khan hqkhan@users.noreply.github.com
Tyler House tahouse@users.noreply.github.com

[baswanth09]

/assign @XuanYang-cn

[alwayslove2013]

@baswanth09 Thank you so much for your wonderful contribution to our open-source vectordb benchmark tool. We really appreciate your treasured efforts in adding a new client to evaluate MemoryDB, it will help us continue to build a high-quality, open-source testing tool.

Once the review is complete, we will provide you with feedback and work with you to get your changes merged into the main codebase.

[alwayslove2013]

@baswanth09 a small conflict within readme needs to be resolved.

[alwayslove2013]

@jkatz I would like to express my sincere gratitude for your thorough review. Your feedback has been invaluable. If there are no further concerns, I would greatly appreciate if you could please apply an "approve" label. This would allow us to merge the pull request into the master branch.

[jkatz]

@alwayslove2013 Thank you, and thank you for taking the time to review the PR. I have approved this.

[alwayslove2013]

@baswanth09 I see this PR is still in the draft stage. Once you've finished, I'd be happy to come in and take care of the merge.

As it stands, it looks like the only way to test it is through the CLI. But if you need any help with the Frontend support, I'd be glad to lend a hand.

[baswanth09]

@alwayslove2013. Apologies for the delay. The merge conflicts are resolved now.

[alwayslove2013]

@baswanth09 We really appreciate your effort and time in helping to improve VectorDBBench. Your input is valuable and will help us make the project even better.

Looking forward to working with you further!

[sre-ci-robot]

[APPROVALNOTIFIER] This PR is NOT APPROVED

This pull-request has been approved by: alwayslove2013, baswanth09, jkatz
To complete the pull request process, please assign xuanyang-cn after the PR has been reviewed.
You can assign the PR to them by writing /assign @xuanyang-cn in a comment when ready.

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[alwayslove2013]

@baswanth09 It appears there are still some lingering conflicts here that may need to be addressed.

[baswanth09]

@alwayslove2013 I fetched the latest upstream changes and merged into my local branch, didn't encountered any merge conflicts. Let me know if I am missing something here.