Back to Insights
Artificial Intelligence•November 24, 2023•9 min read

CrewAI: Building AI Agent Teams

CrewAI orchestrates multiple AI agents working together on complex tasks.

#crewai#ai-agents#orchestration#llm

CrewAI enables teams of AI agents collaborating on tasks. Define agent roles and goals. Create tasks with dependencies. Agents share context and build on each other's work.

Agent Definition

Agents have roles, goals, and backstories. Tools extend agent capabilities. Memory enables learning within sessions. Delegation allows agents to request help.

  • Define agents with clear roles and goals
  • Assign appropriate tools to each agent
  • Create tasks with specific expected outputs
  • Configure task dependencies for workflow order
  • Use callbacks for monitoring and control

Crew Orchestration

Crews combine agents and tasks. Sequential or hierarchical process flows. Manager agents coordinate complex workflows. Results aggregate from agent outputs.

Tags

crewaiai-agentsorchestrationllmautomation