CAMEL is a planning-centric agent framework built around two agents in a role-playing arrangement: a “user” agent and an “assistant” agent. The two collaboratively refine goals and strategies through dialogue, producing plans that a downstream code generator can then execute.
Adoption & Ecosystem
A survey on AI agentic programming classifies CAMEL, in its comparative taxonomy, as a “Planning Agent” that is proactive and multi-turn, without tool use or adaptivity.