arag-hierarchical-retrieval

Enable LLM agents to autonomously retrieve information across multiple granularities using keyword search, semantic search, and chunk read tools. Simple ReAct-based loop with hierarchical interfaces outperforms dense retrieval by allowing adaptive information seeking without complex graph construction.

Independent GitHub snapshot · Automated classification · Original documentation governs