#refinery

Refinery offers data-focused tools for improving NLP models, with features like semi-automated labeling, comprehensive data management, and monitoring. It treats training data as software artifacts to optimize their use and quality. Integrations with Hugging Face and spaCy streamline workflows, simplifying superior NLP model development.

Bricks is an open-source library offering natural language processing tools, enabling developers to enhance text analysis with features such as sentence complexity estimation and sentiment analysis. It includes classifiers for text categorization, extractors for information retrieval, and generators for content creation, streamlining the development of complex language features. Bricks integrates easily into projects, including the master project refinery, facilitating better data handling. Its evolving nature and community-driven development ensure up-to-date tools and a collaborative environment.