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概念

什么是 Context Window

大语言模型单次处理的最大Token数量限制,常被误用作长期记忆方案。

为什么现在值得关注?

最近变化

2026-06-03 · Engram通过异步管道提取并去重原始数据,将Agent记忆从被动存储转为主动维护的结构化状态。

Context Window 被反复提及时,通常意味着它正在影响产品路线、开发者工作流或 AI 产业判断。这个页面把分散材料合并成一个可持续更新的观察入口。

📰 Context Window 最新动态

已收录 4 篇与「Context Window」相关的 AI 资讯和分析。

Most agent memory systems are just glorified context windows.

And this is exactly why production ag...

Weaviate Launches Engram: Agent Memory Infrastructure Beyond Context Windows

Weaviate • vector database(@weaviate_io)344 字 (约 2 分钟)
75

Weaviate released Engram, a managed memory service using async pipelines to actively maintain structured state, solving agent scaling failures caused by context window reliance.

入选理由:Engram通过异步管道提取并去重原始数据,将Agent记忆从被动存储转为主动维护的结构化状态。

FeaturedTweet#Weaviate#Engram#Agent Memory#RAG#Vector Database英文
Visual Studio May Update – Plan, Review, Refine

Visual Studio May Update – Plan, Review, Refine

Visual Studio Blog1119 字 (约 5 分钟)
75

Visual Studio 2026 May update introduces the Plan agent and the Skills panel, aimed at improving development efficiency and collaboration capabilities.

入选理由:Visual Studio 2026 May 更新引入了 Plan agent,帮助开发者在编写代码前制定计划,减少设计错误。

FeaturedArticle#Visual Studio#Update#Plan agent#Skills panel#Development Efficiency中文
Want more AI insights like this? Learn the fundamentals behind prompting, context windows, and how A...

AI Prompting for Everyone

DeepLearning.AI(@DeepLearningAI)75 字 (约 1 分钟)
65

DeepLearning.AI launches 'AI Prompting for Everyone' course covering prompt engineering, context windows, and AI system fundamentals.

入选理由:学习如何优化 AI 提示以获得更准确的输出。

FeaturedTweet#AI#Prompt Engineering#DeepLearning.AI英文
Quick challenge! Don't use AI tools for this one 👀

How many Harry Potter books can you fit with a ...

How many Harry Potter books can fit in a 750k-token context window?

DeepLearning.AI(@DeepLearningAI)131 字 (约 1 分钟)
50

DeepLearning.AI poses a challenge: How many Harry Potter books can be contained in a 750k-token context window?

入选理由:750k token 大致可容纳 4-5 本《哈利·波特》书籍。

FeaturedTweet#AI#token#context window中英混合

与「Context Window」经常一起出现的 AI 术语。

💡 想追踪「Context Window」的长期趋势?去 实体雷达 · Context Window 查看详细分析和跨材料问答。

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