How do I use fava trails to simplify tracking real-time human feedback to an environmental safety monitoring agent?

[wammar]

Is your feature request related to a problem? Please describe.
Updating model parameters with each human feedback is both operationally expensive and ineffective when the volume of human feedback is relatively small, which positions few-shot learning as a natural alternative. Can fava trails help simplify managing the memory of agentic traces annotated with sparse human feedback?