crewai-agents

Overview

CrewAI is a framework for orchestrating role-playing AI agents that collaborate to complete complex tasks. Agents have roles, goals, and backstories, and work together in crews with configurable processes (sequential, hierarchical).

Capabilities

• Define agents with roles, goals, and tools
• Create tasks with expected outputs
• Organize crews with sequential or hierarchical processes
• Add custom tools for web search, file I/O, APIs
• Enable memory for context across tasks
• Use delegation for agent-to-agent communication

When to Use

• Building multi-agent systems for research, writing, or analysis
• Needing role-specialized agents collaborating on tasks
• Wanting structured task delegation with accountability
• Building autonomous workflows with human-in-the-loop options