Pre-processing data for AI workflows should begin with the objectives of the use case in mind. FourthLock smart chunking ensures that blocks of semantically similar unstructured data are organized, split and optimized to significantly improve performance of information retrieval tasks to deliver high quality RAG solutions.

Retrieval-Augmented Generation (RAG) enhances the capabilities of generative AI by integrating it with dynamic, context-rich information retrieval when implemented properly.