FAPO: Fully Autonomous Prompt Optimization of Multi-Step LLM Pipelines

Researchers have introduced FAPO, a framework designed to automate the refinement of multi-step LLM pipelines. By addressing inefficiencies across retrieval, reasoning, and formatting stages simultaneously, the system aims to resolve performance bottlenecks that occur when individual prompts are optimized in isolation.