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YDB supports asynchronous operations via ydb.aio.Driver, and adding full async support would allow this vector store integration to work efficiently in asynchronous applications without blocking the event loop.
Planned improvements:
Use ydb.aio.Driver for async connections
Add async equivalents of key methods:
_execute_query
similarity_search
similarity_search_with_score
similarity_search_by_vector
add_texts
delete
This will bring the integration in line with modern Python async best practices and enable smooth usage in async workflows.