NVIDIA and HP Inc. have recently announced a collaboration that will see CUDA-X data processing libraries integrated into HP’s AI workstation solutions. This will significantly improve the speed and efficiency of data preparation and processing needed for generative AI development. A key component of this collaboration is RAPIDSTM cuDF library, which significantly boosts the performance of pandas software.