AI Agent Framework Battle: CrewAI vs. AutoGen vs. LangGraph vs Agent Zero | Underdog Triumphs? [3/5]

📊 AI Agent Frameworks Showdown: CrewAI vs. AutoGen vs. LangGraph vs. Agent Zero 🤖
In this video, I dive deep into the world of *AI Agents* and put four powerful frameworks to the test! 🚀 Watch as I compare CrewAI, AutoGen, LangGraph, and the underdog Agent Zero in an epic battle of performance and functionality.
🔬 The Challenge:
I tasked each framework with a real-world stock analysis problem, applying Warren Buffett's investment principles using AI automation. Here's what I covered:
1. Fetching stock data using yfinance API
2. Analyzing stocks based on Buffett's strategies
3. Evaluating investment potential
4. Outputting results to a file
⚖️ Benchmarking Criteria:
- 💰 Cost per run
- 📏 Lines of code required
- ⏱️ Execution time
- 🧠 Ease of use
- 🛠️ Installation complexity
🔥 Highlighted Frameworks:
- CrewAI: github.com/cre...
- AutoGen: github.com/mic...
- LangGraph: github.com/lan...
- Agent Zero: github.com/frd...
💻 Get the code used in this **AI Tutorial**:
github.com/Flo...
🔍 Want to monitor your AI agent workflows? Check out AgentOps:
www.agentops.ai/
🔑 Essential API Keys:
- OpenAI: platform.opena...
- Groq: groq.com/
🎓 Whether you're a beginner or an experienced developer, this *tutorial* on *AI Agents* will help you understand the strengths and weaknesses of each framework. Learn how to implement *ai automation* in your projects and choose the best tool for your needs!
👨‍💻 Join me as we explore the cutting-edge of AI technology and discover which framework comes out on top in this ultimate showdown!
Don't forget to like, subscribe, and hit the notification bell to stay updated on the latest in AI development and tutorials! 🔔
#AITutorial #AIAgents #AIAutomation #CrewAI #AutoGen #LangGraph #AgentZero #AIFrameworks #StockAnalysis #MachineLearning

[@rousabout7578]

Nice overview! This is a much needed series. Microsoft recently released a paper on an all new version of autogen to be released open source soon.

[@FlorenzErstling]

Thank you 🙏🏻. Oh, thats great, thanks for the info, I will definitely check it out.

[@rousabout7578]

arXiv:2408.15247v1 [cs.SE] 9 Aug 2024
I can't post links here, but that should get you the paper if you're interested.

[@PhunkyBob]

Thank you!
I love this series.

[@FlorenzErstling]

Thank you, im very happy to hear that 😃