Atlas · GenAI 2026
Self-Reflective RAG
Self-reflective RAG (CRAG, Self-RAG)
conceptPeak: 2025Advanced RAGAI consensus: 1/3
Prerequisites
Self-RAG adds a reflection loop ON TOP of a basic RAG pipeline — without understanding RAG, you can't add reflection to it
Recommended reference
Asai et al. (2024) 'Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection' — ICLR; foundational paper for reflective retrieval
Notes from AI deep research
Anthropic Opus
Self-RAG (Asai 2024): model ocenia wlasne wyniki i iteruje. Zaawansowane ale rosnie
Google Deep Think
Domknięte pętle kontrolne [G#47]
Related skills
- → is subcategory of: Retrieval-Augmented Generation(3/3)