The Rise and Potential of Large Language Model Based Agents: A Survey
HuggingFace blog one vs multi step agents
[Google AplhaCode 2 using Gemini](https://storage.googleapis.com/deepmind-media/AlphaCode2/ AlphaCode2_Tech_Report.pdf) Paper discusses how code generation system was built using Gemini and fine tuning. This code generation system is an example of a compound AI system.