Tag
CoAL-RAG introduces a complexity-aware retrieval-augmented generation method for legal consultation that dynamically selects retrieval strategies based on question complexity, achieving significant improvements on Chinese and English legal benchmarks.
SAGE is a learned SLO-aware adaptive retrieval policy for production RAG systems that dynamically selects the number of retrieved passages per query, improving SLO compliance and reducing latency/cost with minimal quality loss.