Explore how to build advanced Retrieval-Augmented Generation (RAG) applications using MyScaleDB and LlamaIndex. This guide covers the installation of necessary tools, setting up a virtual environment, and creating an index for document categorization. Learn how to execute simple and filtered queries, and troubleshoot common issues. Enhance your understanding of integrating high-performance SQL vector databases with cutting-edge data frameworks for efficient LLM applications.