This workshop will explore key concepts in AI, Generative AI (GenAI), and Large Language Models (LLMs) with a focus on their application to literature surveys and document mining. Participants will gain insights into the fundamentals of these technologies—both off-the-shelf tools and custom implementations—and witness a demonstration of an automated literature mining workflow featuring database creation and Retrieval-Augmented Generation (RAG). Whether you're seeking a high-level understanding of LLM technologies or a deep dive into their practical use for document and literature mining, this workshop is tailored for you. It is designed for engineers, scientists, students, tech enthusiasts, managers, and executives alike. The agenda of the workshop: - Introduction to Language Models (LMs), Large Language Models (LLMs), and Generative AI (GenAI) - Introduction to Literature Mining - Existing Commercial and Open Access Tools for Literature Mining - Limitations of Existing Tools - A Comprehensive and Novel Pipeline for Literature Survey based on automated data retrieval, database creation workflow, and Retrieval-Augmented Generation (RAG) - Application to different research and industrial use cases