Kicking Off Crews with Advanced Functionalities
Explore advanced techniques for launching multi-agent systems in CrewAI. Learn to handle multiple inputs with kickoff_for_each(), run crews asynchronously with kickoff_async(), and replay tasks from specific points. This lesson equips you to manage complex workflows efficiently and adaptively in AI-driven projects.
Imagine you're the leader of a specialized team, ready to launch a complex mission. Your team is like a well-coordinated group of agents, each with a specific role to play in tackling a challenging task. Now, picture this: What if you need to launch that mission not just once, but multiple times—maybe for different pieces of information? Or what if you need your team to keep working in the background without any supervision while you focus on other important tasks?
In this lesson, we'll explore these advanced strategies—how to set your team in motion for every item in a list, how to keep them working asynchronously so they don’t need to wait for each other, and how to replay a mission from a specific point if needed. By the end, you’ll be able to use CrewAI's multi-agent systems more dynamically and flexibly, allowing you to easily handle complex agentic workflows. This will empower you to get the most out of your "crew," no matter how tricky the mission.
How to have multiple inputs for the Crew's kickoff
In real-world projects, tasks often come in groups, not just one at a time. Think about being asked to analyze the ages of participants from different groups. Instead of handling each group manually, wouldn’t it be more efficient to have a system that does it all at once? That’s where CrewAI comes in. With CrewAI, ...