💡 Welcome to the "Multi AI Agent Systems with crewAI" course! This course will equip you with the knowledge and skills to design effective AI agents and organize a team of AI agents to perform complex, multi-step tasks.
In this course, you'll explore the key principles of designing and organizing AI agents to automate common business processes. Here's what you can expect to learn and experience:
- 🎭 Role-playing: Assign specialized roles to agents for effective task performance.
- 🧠 Memory: Provide agents with short-term, long-term, and shared memory for better context handling.
- 🛠️ Tools: Assign pre-built and custom tools to each agent, such as tools for web search.
- 🎯 Focus: Break down tasks, goals, and tools and assign them to multiple AI agents for improved performance.
- 🚦 Guardrails: Effectively handle errors, hallucinations, and infinite loops to ensure reliable task execution.
- 🤝 Cooperation: Perform tasks in series, in parallel, and hierarchically to optimize workflow.
Throughout the course, you'll work with crewAI, an open source library designed for building multi-agent systems. You'll learn to build agent crews that execute common business processes, such as:
- 📄 Tailoring resumes and preparing for job interviews.
- 📝 Researching, writing, and editing technical articles.
- 📞 Automating customer support inquiries.
- 📧 Conducting customer outreach campaigns.
- 🎉 Planning and executing events.
- 💼 Performing financial analysis.
By the end of the course, you will have designed several multi-agent systems to assist you in common business processes and studied the key principles of AI agent systems.
- 🤖 Exceed the performance of prompting a single LLM by designing and prompting a team of AI agents through natural language.
- ⚙️ Use the open source library, crewAI, to automate repeatable, multi-step tasks like tailoring a resume to a job description and automating business processes typically done by a group of people, like event planning.
- 👥 By creating a team of AI agents, you can define a specific role, goal, and backstory for each agent, which breaks down complex multi-step tasks and assigns them to agents customized to perform those tasks.
🌟 João Moura is the founder and CEO of CrewAI, bringing extensive expertise in multi-agent systems and AI automation to guide you through this course.
🔗 To enroll in the course or for further information, visit deeplearning.ai.