Advanced RAG Architectures — Retrieval-Augmented Generation (RAG) & V…
Beyond the basic retrieve-then-generate loop
Steps in Advanced RAG Architectures
- Agentic RAG — beginner · Letting a model decide when and what to retrieve, rather than always retrieving
- Graph-Based RAG — beginner · Using knowledge graphs to support more structured retrieval
- Self-Querying and Query Planning — beginner · Having a model generate its own retrieval queries and filters
- Multi-Hop Retrieval — beginner · Answering questions that require chaining multiple retrieval steps
- Combining RAG with Fine-Tuning — beginner · When grounding and model customization work best together
Part of
- Retrieval-Augmented Generation (RAG) & Vector Databases roadmap — the full learning path