Updated 2026年4月

Best Multi-Agent Framework for Python

Python is the lingua franca for multi-agent frameworks — every framework Buzzi tracks ships a production-grade Python SDK. Choose by workload, not by language: LangGraph for graph-based control flow, CrewAI for fast role-based prototypes, Pydantic AI for typed minimalism, and AutoGen for emergent adaptive workflows.

Constraint: No constraints — Python supports every tracked framework.

Top picks for Python

  1. #1
    LangGraph

    ×1.0 overhead

  2. #2
    CrewAI

    ×1.3 overhead

  3. #3
    OpenAI Agents SDK

    ×1.1 overhead

Starter scaffolds

Buzzi 为上述顶级选项提供 Python 入门脚手架。运行向导以下载根据您的任务模式定制的 2 智能体 hello-world ZIP。

Run the selector

FAQ

  1. Which multi-agent framework is best for Python?

    No constraints — Python supports every tracked framework. The wizard ranks every viable option for your specific workload.

  2. Can I switch frameworks after starting in Python?

    可以，但成本是真实的 — 大多数智能体代码都耦合到其框架的原语。深思熟虑地选择一次。

  3. Does Python performance differ across frameworks?

    略微。Token 成本主导运行时；框架级开销在大多数工作负载中只占总成本的一小部分。

  4. Are the recommendations for Python the same as Python?

    Python 看到完整领域；推荐因工作负载而异，而非语言。