Why it matters

Advanced RAG shapes quality. Understanding shapes design.

Advertisement

The architecture

Multiple axes of improvement.

Combine techniques.

Measure per technique.

Advanced RAG landscapeRetrieval improvementshybrid + rerank + HyDEReasoning improvementsmulti-hop + graphAdaptive/correctiveself-RAG + CRAGNo single silver bullet; layered techniques compound benefits
Advanced RAG.
Advertisement

How it works end to end

Query rewriting.

Hybrid search.

Reranking.

Multi-hop reasoning.

Graph augmentation.