- Basic understanding of Python programming
- Familiarity with the concept of AI agents or LLMs
- Interest in building agent-based systems
Audience
- Developers
- Technical leads
- AI enthusiasts
CrewAI is an open-source framework for creating and orchestrating collaborative AI agents to complete complex tasks autonomously.
This instructor-led, live training (online or onsite) is aimed at beginner-level professionals who wish to explore the fundamentals of CrewAI and build simple multi-agent systems.
By the end of this training, participants will be able to:
- Understand the architecture and design principles of CrewAI.
- Define roles, tasks, and flows within a crew of agents.
- Create collaborative workflows using CrewAI's framework.
- Build, test, and run basic multi-agent scenarios.
Format of the Course
- Interactive lecture and discussion.
- Lots of exercises and practice.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Introduction to CrewAI
- Overview of CrewAI and its purpose
- Real-world use cases of autonomous agent collaboration
- Core components: agents, roles, tasks, flows
Installing and Setting Up CrewAI
- Installation and environment setup
- Project structure and basic configuration
- Connecting to LLM providers (OpenAI, etc.)
Defining Agent Roles and Responsibilities
- Creating custom agent roles
- Assigning capabilities and responsibilities
- Managing context and prompts
Designing Tasks and Workflows
- Understanding task structures and dependencies
- Implementing workflows using flows
- Chaining and coordinating multi-agent actions
Testing and Debugging Crews
- Running agents in development mode
- Monitoring interactions and logs
- Iterating on design and behavior
Building a Sample Project
- Designing a simple team of agents for content research
- Executing the project and analyzing results
- Exploring variations and improvements
Summary and Next Steps
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