I gave Claude access to my Home Assistant. It helped me audit, debug, and improve my smart home better than I ever could have ...

Spread the love“`html When it comes to data analysis and visualization, Python stands out as one of the most versatile programming languages available. Whether you’re a data scientist, a student, or ...

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。

经过九篇文章的逐步构建，我们终于走完了从一行代码到一个完整的企业级 Agent 框架的全过程。这一路，我们从 OpenClaw 的架构哲学中汲取灵感，用 Python 生态打造了名为 E-Claw 的自主 Agent ...

Perplexity's Search as Code lets AI agents generate Python search workflows, but claimed token savings and benchmark gains ...

We built it on Claude Sonnet 3.5 in early 2025. We upgraded to 3.7 without incident, and to 4.0 without incident. By the time ...

Perplexity CEO Aravind Srinivas has announced a new search architecture for the company's AI agents, describing it as a shift from traditional web-fetching methods to what he calls “search as codegen.

GitHub confirmed attackers stole 3,800 internal repositories via a poisoned VS Code extension. The same threat group, TeamPCP, simultaneously compromised Microsoft's durabletask Python ...

Large Language Models (LLMs) are transforming how we interact with technology, enabling tasks like generating creative content, summarizing text, and answering questions. However, they have ...