A step-by-step guide to building a retrieval-augmented generation (RAG) pipeline using Qwen3 and LlamaIndex, powered by regolo.ai/. Learn how to connect Qwen’s LLM and embedding models, build a document index, and create a smart query engine for scalable document analysis, search, and summarization – all with full control over your infrastructure.