Modern RRL summarizers support a wide range of academic document formats including PDF, DOC, DOCX, and plain text files. They can also process direct URLs from academic databases and repositories. The tool can handle various document structures, including tables, figures, and citations, ensuring comprehensive coverage of research materials while maintaining proper academic formatting in the output summary.