feat: Implement Reflexion Prompting Template #1389
Description
🚀 Describe the new functionality needed
Implemntation at: meta-llama/llama-stack-client-python#166
Similar to feat: ReACT agent example, agent template with Reflexion would be a great add for features.
💡 Why is this needed? What if we don't build it?
What is Reflexion?
It's a cool technique where agents reflect on their reasoning to improve accuracy, and reflexion improves on tasks with effective evaluation heuristics. It shows improvement over ReAct.
The implementation is based on the Reflexion paper.
Why is it important?
Unlike ReAct prompting, which focuses on step-by-step decision-making, Reflexion prompting enables the model to assess why an approach worked or failed and adjust strategies accordingly.
Other thoughts
No response