点击上方“Deephub Imba”,关注公众号,好文章不错过 !一个简单的agentic loop就是一个 while 循环，LLM 在其中决定做什么、执行工具、观察结果、再做决定。这模式能用是可以用的不过有个最大的问题，就是费钱：一个三 ...

Your weekly cybersecurity recap: a GitHub supply chain worm, an exploited Android flaw, Instagram account takeovers, and a ...

从M1到M8，再到RC1，Spring AI 2.0用8个里程碑向Java社区宣布了一个重要的战略方向：在AI时代，Java不会掉队，Spring生态已经给出了“官方答案”。 前言 不知道有多少小伙伴在工作中遇到过这样的场景：团队花了几个月时间，终于把一个RAG问答系统用LangChain4j从零搭 ...

AI agent exploited Salesforce sites; 263 objects, 55 Apex methods exposed at one portal, leading to PII and file leaks.

The 1960s satire boom opened up the way for a fresh, inventive generation of young comedy writer-performers to flourish on TV and to take comedy in a new and exciting direction. Among them were five ...

# with short integer indices, and keep raw words for non-dictionary terms. def build_dictionary(texts, max_entries=256): Build a dictionary of the most frequent words from a list of HTTP bodies.

A newly disclosed flaw in Starlette has put Python-based AI services under pressure to patch systems that may expose protected endpoints through manipulated HTTP Host headers. The vulnerability, ...

Live visualization for GEPA prompt-optimization runs. Renders the candidate tree as a force-directed graph so you can watch prompts evolve over a pareto frontier in real time. Big nodes are candidates ...

Hub, the company behind the open-source Python library dlt and the agentic data engineering platform dltHub Pro, today ...

Two Naples couples renovated their Florida Keys resort for a new HGTV series. It was fun, they say, but also very stressful.

经过前面八篇文章的打磨，我们的企业级 Agent ...

Google DeepMind just rolled out Gemma 4 12B, a 12-billion-parameter model that can parse text, images, audio, and video ...