Natural Language Processing (NLP) has revolutionized the way we interact with technology. With the rise of machine learning (ML) and artificial intelligence (AI), NLP has become an essential tool for developers looking to create intelligent, intuitive applications. New tools are now making it easier than ever before for developers to incorporate NLP models into their application stack. These tools enable developers to incorporate pre-trained models into their application stack with ease, making coding and complex queries more accessible, even to those without advanced coding expertise. ML models can also continually improve from experience, enabling them to handle edge cases independently without requiring manual reprogramming.