Function Calling 解决的是单次调用的消息格式问题，MCP 解决的是工具生态的标准化管理和复用问题，两者是不同抽象层次的东西。MCP 底层依然靠 Function Calling 驱动，模型根本感知不到 MCP 的存在，所有的工具发现、schema 转换、调用路由都发生在宿主程序层。

这不是一篇云评测。全部数据来自同一台 Ubuntu + ROCm 7.2.4 + 7900 XTX 24GB 主机的真实踩坑和实测。如果你正在纠结& ...

Discover the top 12 tools in 2026, from Cursor to Copilot, to speed up daily dev workflows and build apps faster!

There’s lots to do in this edition of the Python Report: Do more than one thing with Python’s async. Do the math faster in Python with NumPy. Do Python in Visual Studio Code, and do it the right way ...

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Abstract: Federated Learning is a distributed machine learning paradigm that enables model training across decentralized devices holding local data, thereby preserving data privacy and reducing the ...

Functions are the building blocks of Python programming. They let you organize your code, reduce repetition, and make your programs more readable and reusable. Whether you’re writing small scripts or ...

Functions are the building blocks of Python programs. They let you write reusable code, reduce duplication, and make projects easier to maintain. In this guide, we’ll walk through all the ways you can ...