Seeking advice on production-ready AI agent frameworks

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1

Hey everyone! I’m planning to build a chatbot that uses RAG and multiple AI agents. It needs to handle big documents and do summaries. I’ve looked into a few options:

  1. Langgraph: Seems powerful but complicated. Lots of dependencies.
  2. Swarms: Looks interesting but not much info out there. Is it reliable?
  3. Pydantic: Simple to use but lacks some features the others have.

I need at least 4 agents and a supervisor setup. Which framework would you pick for a real-world app? Any tips from those who’ve done this before?

I’m worried about making the wrong choice and having to start over. What are the pros and cons of each? Thanks for any help!

2

hey flyin star, i’ve used langgraph for a similar project. it’s complex but super flexible. swarms is cool but still new. pydantic’s great for data validation but not rly an agent framework. for 4+ agents, langgraph’s prob ur best bet. be ready for a steeper learning curve. good luck!