Spark NLP is a state-of-the-art, production-grade Natural Language Processing library built on Apache Spark that scales seamlessly across distributed environments. It ships with over 100,000 pretrained pipelines and models covering 200+ languages, supporting tasks such as named entity recognition, sentiment analysis, machine translation, question answering, and LLM-based text generation. Built by John Snow Labs, it bridges enterprise-grade NLP reliability with modern transformer and LLM capabilities.