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[Workload Management][Rule Based Autotagging] Scroll API support in autotagging

@kaushalmahi12 When you have time, would you please take a look into this? Thx

Fix bug "synonym_graph filter fails with word_delimiter_graph when using whitespace or classic tokenizer in synonym_analyzer"

> ❌ Gradle check result for [5c8fbe6](https://github.com/opensearch-project/OpenSearch/commit/5c8fbe6fa2fae45fe64bfcf1cedc2e3aa4915a47): [FAILURE](https://build.ci.opensearch.org/job/gradle-check/63425/) > > Please examine the workflow log, locate, and copy-paste the failure(s) below, then iterate to green. Is the failure [a flaky...

Fix bug "synonym_graph filter fails with word_delimiter_graph when using whitespace or classic tokenizer in synonym_analyzer"

> Thanks @laminelam looks like similar issue from past [#16263 (comment)](https://github.com/opensearch-project/OpenSearch/issues/16263#issuecomment-2439698469) ? Yes I think they are related. This fix should handle both situations