Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Reid Pryzant, Dan Iter, Jerry Li +3

Large Language Models (LLMs) have shown impressive performance as general purpose agents, but their abilities remain highly dependent on prompts which are hand written with onerous…