Quick Decision Matrix

There are many frameworks for building AI Agents, some beginner-friendly, some enterprise-grade. Use this quick matrix to choose what fits your background and goals best.

🧠 Framework Decision Matrix

Your Situation	Recommended Framework	Why?
I'm completely new to AI	CrewAI	Simple concepts, great docs, low setup
I know Python well	LangChain	Mature ecosystem, flexible tooling
I work in Microsoft tools	AutoGen / Semantic Kernel	Enterprise-ready, native integrations
I want to experiment for free	OpenAI Swarm	Lightweight, early-stage, no cost
I want maximum control	Custom Implementation	No constraints, but high effort

For most beginners, CrewAI is the easiest starting point. For more complex use cases: consider LangChain or AutoGen.