Summary

What is the problem or use case, what are we trying to achieve?
We have many implementations of MongoDB integration in AI/ML frameworks, but no standard test suite or methodology.

Motivation

Who is the affected end user?

Who are the stakeholders?
Users of MongoDB AI/ML integrations.

Is this issue urgent?

Does this ticket have a required timeline? What is it?
No

Is this ticket required by a downstream team?

Needed by e.g. Atlas, Shell, Compass?
No

Is this ticket only for tests?

Does this ticket have any functional impact, or is it just test improvements?
Yes, it is for test improvements.

Acceptance Criteria

What specific requirements must be met to consider the design phase complete?
Create the standard test suite and implement in on AI/ML framework.