In the realm of large-scale artificial intelligence (AI), dataset curation emerges as a fundamental stage, often overshadowed. BulkDaPa, a novel framework, addresses this gap by offering scalable data processing solutions tailored for extensive datasets. By leveraging cutting-edge techniques, BulkDaPa streamlines the entire data preparation pipelin