点击上方“Deephub Imba”,关注公众号,好文章不错过 !本问将覆盖 API 的每个核心部分：定义模型、约束字段、写验证器、组合嵌套结构、控制序列化。所有示例基于 Pydantic v2 和 Python 3.10+，每个清单完整可运行。用 ...

Large Language Models (LLMs) and generative AI coding assistants are often trained on static datasets. As a result, they may be unaware of recent updates and suggest outdated or legacy libraries. To ...

This library uses undocumented Google APIs that can change without notice. 📚 Research Automation - Bulk-import sources (URLs, PDFs, YouTube, Google Drive), run web/Drive research queries with ...

With over 2.2 billion installs, the flawed Python package offers attackers a huge blast radius, including silent access to ...

I ditched my terminal for Claude's built-in code executor, and I'm not going back.

MotherDuck Corp., the maker of a cloud-native data warehouse based on the open-source DuckDB analytical engine, is betting ...

A flaw in Hugging Face Transformers could allow malicious AI models to execute code, exposing credentials and highlighting AI ...

If you use batteries with a balcony power plant, you can control them according to your needs. Can Fritz SmartEnergy 250 ...

VS Code might be what you're used to, but there's a lot more to see when it comes to code editors. Here's a few options.

【新智元导读】一个纯Python写的开源项目，竟把OpenAI用Rust写的王牌给秒了！最终战绩6比5，Hermes直接上演工程暴力美学，解释型语言终于逆天改命。 一个纯Python写的开源项目，竟击溃了OpenAI王牌！ 今天，全网都被Hermes Agent的硬核实力狠狠刷屏了： 在针对真实世界CLI任务的11项基准测试中，它以6:5的战绩，直接把Codex按在地上摩擦。 在这场备受瞩目的对决 ...

在前六篇文章中，我们的 Agent 已经拥有了多渠道接入、自主推理、动态技能和长短期记忆。但要让它真正“干活”，还需要一双能操控现实系统的双手——工具。OpenClaw 内置了 Shell 执行、浏览器自动化、HTTP 请求等工具，并通过沙箱保障安全。今天，我们将构建一个企业级工具系统，涵盖工具注册与发现、JSON Schema ...