Using Amazon Personalize Ranking solution as a search recommendation engine

After looking for a way to re-rank WPSOLR search results based on users interaction history, we are currently thinking of Amazon Personalize Ranking solution.
It could magically create a ML recommendation layer for all our engines: Elasticsearch, OpenSearch, Solr, Algolia, Weaviate.