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We’re excited to announce the addition of the Multi-Agent Collaboration Workforce module to the 🐫 CAMEL framework!
- Workforce is a system where multiple agents work together to solve tasks.
- Workforce follows a hierarchical architecture.
- A workforce can consist of multiple worker nodes, and each of the worker nodes will contain one agent or multiple agents as the worker. The worker nodes are managed by a coordinator agent inside the workforce, and the coordinator agent will assign tasks to the worker nodes according to the description of the worker nodes, along with their tool sets. ⚒️ Alongside the coordinator agent, there is also a task planner agent inside the workforce. The task planner agent will take the responsibility of decomposing and composing tasks, so that the workforce can solve the task step by step.
👇 Below is an example illustrating how the Workforce collaborates to plan a trip to Paris and execute code using agents with different tools.
People might wonder: “How does a Multi-Agent Workforce differ from traditional workflows?” The answer lies in the dynamic problem-solving capabilities of Multi-Agent systems. Unlike static workflows, workforce adapts in real time. When a complex task is assigned to a group of agents, even if one part of the task fails, workforce automatically breaks the problem down, spins up new agents, and iterates until the task is fully resolved.
See the example: https://lnkd.in/e47PfS-G Thanks to our contributors 🤝 WHALEEYE & yiyiyi0817 for this significant update.
Explore more here: https://lnkd.in/e-SgWjte Find out more about Workforce in our docs: https://lnkd.in/eHjXFM_A
Hello there, passionate AI enthusiasts! 🌟 We are 🐫 CAMEL-AI.org, a global coalition of students, researchers, and engineers dedicated to advancing the frontier of AI and fostering a harmonious relationship between agents and humans.
📘 Our Mission: To harness the potential of AI agents in crafting a brighter and more inclusive future for all. Every contribution we receive helps push the boundaries of what’s possible in the AI realm.
🙌 Join Us: If you believe in a world where AI and humanity coexist and thrive, then you’re in the right place. Your support can make a significant difference. Let’s build the AI society of tomorrow, together!
