吴恩达认为，智能体的发展将会成为AI时代重要的力量，甚至比基础模型还要重要。工作之余，「吴老师」连发多篇博客，向大家介绍了AI智能体的四大设计模式。 最近在工作之余，吴恩达连续分享了很多关于智能体的见解，并定义了AI Agent的四大设计模式， ...

AI Agent，它被设计为具有独立思考和行动能力的AI程序。你只需要提供一个目标，比如写一个游戏、开发一个网页，他就会根据环境的反应和独白的形式生成一个任务序列开始工作。就好像是人工智能可以自我提示反馈，不断发展和适应，以尽可能最好的方式来实现你给出的目标。

At the core of every AI coding agent is a technology called a large language model (LLM), which is a type of neural network ...

Overview: Top Python frameworks streamline the entire lifecycle of artificial intelligence projects from research to production.Modern Python tools enhance mode ...

Python has been the language of data science since before machine learning was trendy, and now you can use it for building AI agents, too. Get the scoop on the new Google Agent Development Kit and ...

当前的 LLM 应用开发正面临严重的“记忆碎片化”问题：我们有用于短期记忆的 KV Cache，有用于知识检索的 RAG，还有用于长期交互的 MemGPT 类架构，但缺乏统一的理论指导。这篇综述不仅是对现有工作的盘点，更是一份解决“灾难性遗忘”与“上下文溢出”的系统方案。它详细拆解了如何通过Token级、参数级和潜在（Latent）级三种形式来构建记忆，并深入探讨了如何让记忆像生物体一样具备“自我 ...

What if you could create your very own personal AI assistant—one that could research, analyze, and even interact with tools—all from scratch? It might sound like a task reserved for seasoned ...

Imagine a world where machines don’t just follow instructions but actively make decisions, adapt to new information, and collaborate to solve complex problems. This isn’t science fiction, it’s the ...

This article will examine the practical pitfalls and limitations observed when engineers use modern coding agents for real enterprise work, addressing the more complex issues around integration, ...

Across information technology (IT) services, product engineering, finance operations, customer support, and enterprise automation, AI agents are quietly reshaping how work gets done—and how ...

Oracle Corp. is expanding the scope of its AI Agent Studio for Fusion Applications platform for building, testing and deploying artificial intelligence agents in one of a series of announcements at a ...