← Back to AI News

Fresh agentic-RAG references worth bookmarking
Chris Harper
1 min read
Jun 9, 2026 · 12:00 UTC
AI
LLM
Best Practices
Two new arXiv entries give a current map of where retrieval-augmented agents are heading.
The SoK: Agentic Retrieval-Augmented Generation systematization lays out a taxonomy, architectures, and an evaluation framework for agentic RAG — a good shared vocabulary if your team is past single-pass RAG and arguing about what to build next.
A-RAG proposes hierarchical retrieval interfaces to scale agentic RAG, treating retrieval as a layered tool the agent navigates rather than a flat lookup. Useful when your retrieval layer — not the model — has become the accuracy ceiling.
Sources: SoK: Agentic RAG (arXiv 2603.07379), A-RAG (arXiv 2602.03442)