Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions

Yu-Ang Lee, Guan-Ting Yi, Mei-Yi Liu +3

Recent advancements in large language models (LLMs) and AI systems have led to a paradigm shift in the design and optimization of complex AI workflows. By integrating multiple comp…