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Multi AI Agent Systems with crewAI

The Batch ads and exclusive banners - 2024-05-14T171114.198

Dear learner,

Announcing a new short course on agents built in collaboration with crewAI!

Multi AI Agent Systems with crewAI is taught by João Moura, founder and CEO of crewAI, and it will teach you key principles of designing effective AI agents and how to organize a team of agents to perform complex, multi-step tasks.

Explore key components of multi-agent systems:

  • Role-playing: Assign specialized roles to agents
  • Memory: Provide agents with short-term, long-term, and shared memory
  • Tools: Assign pre-built and custom tools to each agent (e.g. for web search)
  • Focus: Break down the tasks, goals, and tools and assign multiple AI agents for better performance
  • Guardrails: Effectively handle errors, hallucinations, and infinite loops
  • Cooperation: Perform tasks in series, in parallel, and hierarchically

GIF with slides from different lessons

Work with crewAI, an open source library designed for building multi-agent systems, and get hands-on by building agent crews that execute common business processes, such as:

  • Tailor resumes and interview prep for job applications
  • Research, write and edit technical articles
  • Automate customer support inquiries
  • Conduct customer outreach campaigns
  • Plan and execute events
  • Perform financial analysis

If you've taken some prompt engineering courses and want to incorporate LLMs in your professional work, then this course is designed for you.

Start automating business workflows with multi-AI agent systems!

Details

  • Exceed the performance of prompting a single LLM by designing and prompting a team of AI agents through natural language.

  • Use an open source library, crewAI, to automate repeatable, multi-step tasks like tailoring a resume to a job description; and automate business processes that are 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 that are customized to perform those tasks.

https://learn.deeplearning.ai/courses/multi-ai-agent-systems-with-crewai

Lesson Video Code
Introduction video
Overview video
AI Agents video
Create agents to research and write an article video code
Key elements of AI agents video
Multi agent customer support automation video code
Mental framework for agent creation video
Key elements of agent tools video
Tools for a customer outreach campaign video code
Recap of tools video
Key elements of well defined tasks video
Automate event planning video code
Recap on tasks video
Multi agent collaboration video
Mutli agent collaboration for financial analysis video code
Build a crew to trailor job applications video code
Next steps with AI agent systems video
Conclusion video