From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems

Jiayi Chen, Junyi Ye, Guiling Wang

Compound AI Systems (CAIS) are an emerging paradigm that integrates large language models (LLMs) with external components, including retrievers, agents, tools, and orchestrators, t…