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The article describes an open-source tool called 'rag-ready-extractor' that can extract relevant information from unstructured text documents, such as legal contracts or policy documents, and format the data into a structured, easy-to-use format. The tool is designed to help organizations quickly and efficiently process large volumes of text-based information.