ExtractThinker is a flexible intelligent document framework that helps users extract and classify structured data from various documents, akin to an ORM for document processing workflows. It is referred to as the 'Document Intelligence for LLMs' or the 'LangChain of Intelligent Document Processing.' The framework aims to provide specific functionalities required for document processing, such as splitting large documents and advanced classification.