DuckDB (per-project analytical data)

DuckDB is used for storing structured extracted data and semantic text chunks for each project, currently containing over 700 entities with detailed tabular and textual information from document processing. DuckDB isolation by separate .duckdb files per project is a design decision implemented within DataLens Development.