TLDR

Role-based agent design with each agent as an LLM (Large Language Model) with specific tools and tasks.
Agents collaborate to complete tasks as a team.
Compatible with both open-source and proprietary LLMs.
Uses LiteLLM under the hood.
No longer using langchain
Has commercial offering http://crewaiinc.com

Differences Between autogen, chatdev, and crewai

  • AutoGen is good for conversational agents but lacks process concepts.
  • ChatDev introduces processes but is rigid and not customizable for production.
  • CrewAI combines the flexibility of AutoGen with ChatDev’s process approach without rigidity

Summarized March 2024 from Gao Dalie (高達烈) | Instagram, TikTok | Linktree on Medium

Tutorials, Blogs

  1. Brian Hancock: Crew AI advanced tutorial
  2. Gao Dalie: CrewAI shared memory
  3. Replit: CrewAI AI agents in the cloud with Replit Company Spotlight: CrewAI