In this article, we have discuss and compare five different AI Agent frameworks that we can use to build AI Agentic system. The frameworks that we have discuss are:

  • LangGraph: For detailed, stateful systems with human intervention.
  • CrewAI: For collaborative, multi-agent teamwork.
  • Smolagents: For fast prototyping and lightweight tasks.
  • Autogen: For real-time, scalable systems.
  • Phidata: For multimodal, domain-specific collaboration.

OpenAI Agents SDK

OpenAI have made their experimental Swarm into production level SDK. OpenAI Agents SDK