Hi @Ritaman_Baral
I believe classification results are provided in batches for large PDFs because processing a single massive document all at once can strain the system’s memory and processing capabilities. By breaking the document into smaller, more manageable chunks, UiPath can handle each batch more efficiently, which helps avoid performance issues. This approach could allow better memory management and keeps the system responsive, whether you’re dealing with a small single-page document or a large multi-page one. It’s all about optimizing resource use and ensuring smooth performance regardless of document size.
Hope this helps, but please do let me know if you are looking for a specific detail.