Original Reflexion Implementation

This is outdated: the main repository is located at https://github.com/noahshinn/reflexion

Code for the approach first proposed in Reflexion: an autonomous agent with dynamic memory and self-reflection

Note

Reflexion is not a replacement for ReAct or any other decision-guiding approach! It is a simple retry technique that can be used enhance other approaches.

Check out the original blog post here.

Check out an interesting type-inference implementation OpenTau that uses a variation of Reflexion to play a 2-player game with type-checker.

If you have any questions, please contact noahrshinn@gmail.com

Cite

@article{shinn2023reflexion,
  title={Reflexion: an autonomous agent with dynamic memory and self-reflection},
  author={Shinn, Noah and Labash, Beck and Gopinath, Ashwin},
  journal={arXiv preprint arXiv:2303.11366},
  year={2023}
}