ContextGem provides a framework for building LLM-powered document extraction workflows. It enables developers to process unstructured documents (DOCX, PDFs, etc.) and extract structured information using large language models through prompt engineering. The library handles document parsing, prompt management, and extraction orchestration, targeting use cases like contract analysis and data extraction in legaltech or enterprise settings.