Reflection Agents, Agentic Ai, Agents, Langgraph, Reflexion.
to adjust cls_map = {"ai": HumanMessage, "human": AIMessage} # First message is the original user request. We hold it the same for all nodes translated = [messages[0]] + [ cls_map[msg.type](content=msg.content) for msg in messages[1:] ] res = await reflect.ainvoke({"messages": translated}) # this