feat: opensearch add asynchronous similarity search methods and refac… #483
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PR Title:
feat(community): add native async support to OpenSearchVectorSearchPR Message:
Description:
This PR implements native asynchronous support for the
OpenSearchVectorSearchvector store inlangchain-community, replacing the defaultrun_in_executorworkaround with true non-blocking calls using theAsyncOpenSearchclient.Key changes:
asimilarity_search,asimilarity_search_with_score, andasimilarity_search_with_score_by_vectorusingself.async_client._araw_similarity_search_with_score_by_vectorto handle the low-level async API calls, maintaining feature parity with the synchronous version (includinghybrid_search,script_scoring,painless_scripting, androutingsupport)._hits_to_documentsto reuse code between sync and async implementations (DRY).routingparameters might be ignored in async contexts.Issue:
N/A
Dependencies:
No new dependencies (relies on existing
opensearch-py).make format,make lintandmake testfrom the root of the package(s).