Edge 365: Understanding LLM Reasoning with Reflexion
A deep dive into one of the most complete LLM reasoning methods.
In this Issue:
An overview of the Reflexion reasoning method in LLMs.
A review the original Reflexion paper by Northeastern University.
An introduction to Flowise, a visual tool for building LLM apps.
💡 ML Concept of the Day: What is Reflexion?
In the past issue of our series about LLM reasoning, we introduced ReAct as a method that can combine reasoning and action in a single loop. Today, we would like to explore a method that follows similar principles enable LLM agents to execute actions. Reflexion tries to address some of the limitations of other reasoning methods in this area that relied on massive models which limits the potential actions to in-context examples given that everything else will take substantial compute time.