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Self-Refine

Self-Refine is an Reflection technique, that allows an agent to iteratively refine outputs and incorporate feedback to improve performance on tasks.

It does not require fine-tuning and is an example of a Single Agent System.

Self-refine example

Image from https://selfrefine.info

See Self-Refine: Iterative Refinement with Self-Feedback.