Thank you, Philipp.
I will try it as “next easiest step” in the search of the solution.
The approach I am trying to explore now is “Are there any of the 186 Sentence Similarity models can be deployed  on sagemaker with no-code approach”. I checked all of them and I found some! (scerenshot is below)
The only thing is that it doesn’t have “sentence similarity” pipeline, but I think I would try “token-classification” one. I am writing it because someone later may come to the same idea and I may save some time for that explorer.

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