Trankit is a Python toolkit for multilingual natural language processing built on PyTorch and transformer architectures. It provides pre-trained pipelines for tasks including sentence segmentation, tokenization, part-of-speech tagging, morphological tagging, lemmatization, and dependency parsing. The toolkit supports 56 languages using XLM-RoBERTa-based models and offers both command-line and Python API interfaces.