800+ Hours of Learning RAG + Agentic Design in 42 mins (n8n Masterclass)

简介：

In this comprehensive deep‑dive, you’ll learn the nine essential RAG design patterns that cover every use case, from basic naive RAG to state‑of‑the‑art multi‑agent systems. The video explains when to use each pattern, how model selection shapes the architecture, and how to balance intelligence, speed, and cost. It also covers real‑world use cases such as customer‑facing chatbots, AI assistants for legal departments, background RAG systems in content workflows, and fully local RAG for resource‑constrained environments. Advanced multi‑agent orchestration strategies, query routing, transformation, fusion, and verification techniques are demonstrated with real n8n implementations, and bonus coverage of Self‑RAG, CorrectiveRAG, guardrails, human‑in‑the‑loop, context expansion, and deep RAG patterns is included. Timestamps: 00:00 - Intro 02:48 - Use Cases & Priorities 07:21 - 1. Naive RAG 10:13 - 2. Query Transformation & Verify Answer 19:48 - 3. Iterative Retrieval 21:14 - 4. Adaptive Retrieval 25:25 - 5-6. Agentic + Hybrid RAG 31:24 - 7. Multi-Agent RAG with Sub-Agent 36:10 - 8. Multi-Agent RAG with Sequential Chaining 38:28 - 9. Multi-Agent RAG with Routing 40:02 - Bonus: Other Patterns