We've developed AFLOW, an automated agentic workflow generator using Monte Carlo Tree Search:
Outperforms human-designed workflows in Coding, Math, and RAG
Achieves GPT-4o-level performance on HumanEval at just 4.55% of its cost
96.2% HumanEval accuracy using GPT-4o with AFLOW
Generates custom workflows in 1.5h with just an eval function
Outperforms human-designed workflows in Coding, Math, and RAG Achieves GPT-4o-level performance on HumanEval at just 4.55% of its cost 96.2% HumanEval accuracy using GPT-4o with AFLOW Generates custom workflows in 1.5h with just an eval function