Overview of LLM Technology, System Integration, and Big Data

This lecture offers a comprehensive exploration of Large Language Models (LLM) technology, system integration, and big data perspectives. It begins with foundational principles of LLM, including Transformers, Embedding techniques, and Retrieval-Augmented Generation (RAG), followed by practical applications in products such as chatbots, intelligent Q&A, and document analysis. The final segment focuses on big data technologies and system integration, detailing platforms like Hadoop, Spark, data...