[QUESTION] Does the agent implicitly does "self-refinement" ?

[mayank64ce]

@aymeric-roucher I found this paper which describes the process of Self-refinement by LLM where the LLM itself critiques its own response to improve it. I am wondering if the agent in smolagents does the same implicitly when we call agent.run() ?

Link to the paper: https://arxiv.org/abs/2303.17651 .

[aymeric-roucher]

Yes! When re-reading past steps, possible errors or tool outputs, the LLM can reflect critically. here's a screenshot that displays such a critical reflexion, from one of my current runs:

[mayank64ce]

Thank you!