Building RAG Databases
Transform theory into practice by building a complete Retrieval-Augmented Generation (RAG) pipeline from scratch. This hands-on lab uses a zero-install, browser-based environment to focus purely on RAG logic without infrastructure complexity.
Content
| Lesson | Est. Delivery Time | Skills |
|---|---|---|
| Setting Up Your RAG Environment | 45 min | Set up zero-install RAG environment, understand the five core RAG steps, implement data loading and chunking |
| Building the Complete RAG Pipeline | 45 min | Build end-to-end RAG chain, implement retrieval and generation, optimize and experiment with parameters |
| Total content | 90 min |