AI Disruption

AI Disruption

Share this post

AI Disruption
AI Disruption
CAMEL Framework: The Revolutionary Multi-Agent AI System You Need to Know

CAMEL Framework: The Revolutionary Multi-Agent AI System You Need to Know

Explore CAMEL, a novel multi-agent AI framework enhancing autonomous task completion and collaborative intelligence with Inception Prompts. Discover the future now!

Meng Li's avatar
Meng Li
Jul 13, 2024
∙ Paid

Share this post

AI Disruption
AI Disruption
CAMEL Framework: The Revolutionary Multi-Agent AI System You Need to Know
1
Share

In recent years, large language models have rapidly advanced, extending their abilities beyond text generation and understanding to complex analysis and reasoning. They have made significant progress in solving complex tasks.

However, these models largely rely on human input—prompts—which presents a significant challenge and cost for humans.

CAMEL, short for Communicative Agents for “Mind” Exploration of Large Scale Language Model Society, pioneers the exploration of communicative agents. It introduces a novel social multi-agent framework called “Role-Playing.”

图片

In this framework, multiple agents collaborate through dialogue to complete assigned tasks. Each agent is given a role and corresponding expertise to find solutions for common tasks.

The framework uses Inception Prompts to guide the chat agents in task completion, aligning with human intent. Inception Prompts include three types: Task Specification, Assistant System, and User System. For instance, in the AI Society scenario, the initial prompts for AI Society role-playing templates are shown in Figure 1.

This post is for paid subscribers

Already a paid subscriber? Sign in
© 2025 Meng Li
Privacy ∙ Terms ∙ Collection notice
Start writingGet the app
Substack is the home for great culture

Share