FlowBot: Inducing LLM Workflows with Bilevel Optimization and Textual Gradients

Hongyeon Yu, Young-Bum Kim, Yoon Kim

LLM workflows, which coordinate structured calls to individual LLMs/agents to achieve a particular goal, offer a promising path towards building powerful AI systems that can tackle…