SproutRAG Uses Attention-Guided Binary Trees for Multi-Granularity Long-Doc Retrieval

SproutRAG builds a binary chunking tree from sentence-level units using learned inter-sentence attention, enabling retrieval at multiple granularities without external LLM calls during indexing. This avoids the latency and cost of LLM-guided chunking while reducing information loss from summarization-based hierarchical methods.