The Reflexion technique[54] constructs an agent that learns about various episodes. At the conclusion of Every episode, the LLM is given the document in the episode, and prompted to Believe up "lessons figured out", which would assist it complete improved at a subsequent episode. These "lessons learned" are offered into the agent in the subsequent