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New
CSVTableProviderfor managing CSV-backed tables using the storage abstraction, unifies and renames key methods in theTableProviderinterface and its implementations, and updates all usage sites and tests accordingly. Additionally, it improves the in-memory storage API to support regex-based key search.CSVTableProvideringraphrag_storage/tables/csv_table_provider.pyto support reading, writing, checking existence, and listing of tables stored as CSV files in any storage backend. Includes comprehensive error handling and logging.API unification and method renaming
has_dataframetohasandfind_tablestolist_tablesin theTableProviderinterface and all subclasses, including the Parquet provider.Enhancements to in-memory storage
findmethod toMemoryStorageto support regex-based key searching, which is now leveraged by the newCSVTableProviderfor table listing.Testing improvements
CSVTableProvidercovering read/write, error handling, empty/mixed-type DataFrames, persistence, existence checks, and table listing.hasmethod.