GluonNLP is a toolkit for natural language processing that provides easy-to-use text processing tools, modular APIs, and a pretrained model zoo. It is built on the Apache MXNet deep learning framework and integrates with Apache TVM for fast inference. The toolkit supports common NLP tasks including language generation, inference, and understanding.