FlowBank: Query-Adaptive Agentic Workflows Optimization through Precompute-and-Reuse

In three linesFlowBank optimizes LLM-based multi-agent workflows through a reusable bank of complementary workflows. The three-stage framework (DiverseFlow for diversification, CuraFlow for compression, adaptive matching) improves over baselines by 4.26% to 14.92% across five benchmarks while remaining cost-competitive.

Summary generated by Claude — human-verified