Alternative to synonym search over AWS managed Elasticsearch instance

I am working a search implementation wherein I have to use the synonym filter but the challenge I am facing here is how do I make it dynamic, I can not pass the filters in the mapping itself. I need some way to externalize it. But apparently, its not supported in the AWS managed version.

Is there any other way I can do it here?

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Author: Steve B