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