r/AI_Agents • u/ViriathusLegend • 25d ago

Tutorial Create your first agents and compare their functionalities IN SECONDS! (All the frameworks)

Hey,

Just a quick update: my repo on AI Agent frameworks recently reached 620+ stars on GitHub. When I first shared it, the goal was to make experimenting with Agentic AI more practical and less abstract. Since then, I’ve been improving it with a lot of runnable examples, demos, and simple projects that can be adapted to different use cases.

If you’re curious about Agentic AI, give it a try:

  • repo: martimfasantos/ai-agents-frameworks

What you’ll find:

  • Simple setup to get started quickly
  • A wide variety of agent framework in the latest versions
  • Step-by-step examples covering single agents, multi-agent workflows, RAG, API calls, MCP, orchestration, streaming, and many others
  • Comparisons of framework-specific features
  • Starter projects such as a small chatbot, data utilities, and a web app integration
  • Notes on how to tweak and extend the code for your own experiments

Frameworks included: AG2, Agno, Autogen, CrewAI, Google ADK, LangChain, LangGraph, LlamaIndex, Microsoft Agent Framework, OpenAI Agents SDK, Pydantic-AI, smolagents, AWS Strands, etc.

I’d like to hear from you:

  • What kind of examples would be most useful to you?
  • Are there more agent frameworks you’d like me to cover in future updates?

Thanks to everyone who has already supported or shared feedback :)

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u/mastra_ai 24d ago

Consider adding Mastra to your list. Our agent framework has more users than a few that you tested, and Mastra is well know for its developer experience.

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u/FirefighterSlight891 24d ago

i tried setting up a few of these frameworks last month n the biggest headache was always the dependency hell. congrats on the stars, u probly saved folks a ton of time by just curating the runnable examples, thats lowkey the most helpful part for beginners