SPARC-RAG: Adaptive Sequential-Parallel Scaling with Context Management for Retrieval-Augmented Generation

Introduces a multi-agent RAG framework that coordinates sequential and parallel inference-time scaling under unified context management to prevent contamination and improve multi-hop reasoning.